<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Lenny's Newsletter]]></title><description><![CDATA[Deeply researched product, growth, and career advice—newsletter, podcast, community, and living library]]></description><link>https://www.lennysnewsletter.com</link><image><url>https://substackcdn.com/image/fetch/$s_!8MSN!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F441213db-4824-4e48-9d28-a3a18952cbfc_592x592.png</url><title>Lenny&apos;s Newsletter</title><link>https://www.lennysnewsletter.com</link></image><generator>Substack</generator><lastBuildDate>Mon, 16 Mar 2026 14:45:43 GMT</lastBuildDate><atom:link href="https://www.lennysnewsletter.com/feed" rel="self" type="application/rss+xml"/><language><![CDATA[en]]></language><webMaster><![CDATA[lenny@lennyrachitsky.com]]></webMaster><itunes:owner><itunes:email><![CDATA[lenny@lennyrachitsky.com]]></itunes:email><itunes:name><![CDATA[Lenny Rachitsky]]></itunes:name></itunes:owner><itunes:author><![CDATA[Lenny Rachitsky]]></itunes:author><googleplay:owner><![CDATA[lenny@lennyrachitsky.com]]></googleplay:owner><googleplay:email><![CDATA[lenny@lennyrachitsky.com]]></googleplay:email><googleplay:author><![CDATA[Lenny Rachitsky]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[From journalist to iOS developer: How LinkedIn’s editor builds with Claude Code | Daniel Roth]]></title><description><![CDATA[Watch now | &#127897;&#65039; How LinkedIn&#8217;s editor uses dueling Claude agents to plan features, write code, review security, and ship iOS apps&#8212;with zero coding experience]]></description><link>https://www.lennysnewsletter.com/p/from-journalist-to-ios-developer</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/from-journalist-to-ios-developer</guid><dc:creator><![CDATA[Claire Vo]]></dc:creator><pubDate>Mon, 16 Mar 2026 12:04:08 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/190741451/6500ba678b8f468ea26e6365ee26c174.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div id="youtube2-HbWu_eYIHKQ" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;HbWu_eYIHKQ&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/HbWu_eYIHKQ?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><p><strong>Daniel Roth</strong>, editor in chief at LinkedIn, went from business writer to iOS app developer, without ever learning how to code. Using Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New York commuters.</p><div class="pullquote"><p><strong>Listen or watch on <a href="https://youtu.be/HbWu_eYIHKQ">YouTube</a>, <a href="https://open.spotify.com/episode/6eFi0EwVTHsLw2W5L9RJNz">Spotify</a>, or <a href="https://podcasts.apple.com/us/podcast/from-journalist-to-ios-developer-how-linkedins-editor/id1809663079?i=1000755560615">Apple Podcasts</a></strong></p></div><h3>What you&#8217;ll learn:</h3><ol><li><p>How to set up a dual-agent Claude Code system (builder + reviewer)</p></li><li><p>Why being a &#8220;picky customer&#8221; is the right mindset for non-technical builders</p></li><li><p>How Daniel prioritizes features using AI-ranked impact vs. build time</p></li><li><p>Why saving everything as Markdown files creates long-term context</p></li><li><p>The importance of branch-based development&#8212;even when AI writes the code</p></li><li><p>How Daniel ships to the App Store without formal engineering experience</p></li><li><p>His end-of-day &#8220;What did I drop the ball on?&#8221; Copilot workflow</p></li></ol><div><hr></div><h3>Brought to you by:</h3><p><strong><a href="https://workos.com/?utm_source=lennys_howiai&amp;utm_medium=podcast&amp;utm_campaign=q22025">WorkOS</a></strong>&#8212;Make your app enterprise-ready today</p><p><strong><a href="https://www.vanta.com/howiai">Vanta</a></strong>&#8212;Automate compliance and simplify security</p><p></p><h3>In this episode, we cover:</h3><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ">00:00</a>) Introduction to Daniel Roth</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=166s">02:46</a>) Daniel&#8217;s AI development workflow overview</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=356s">05:56</a>) Using Claude to prioritize feature ideas</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=538s">08:58</a>) Building vs. marketing</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=587s">09:47</a>) Creating a retention plan for his app</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=638s">10:38</a>) Introducing Bob the Builder and Ray the Reviewer</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=830s">13:50</a>) How Bob and Ray work together to build features</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=877s">14:37</a>) Why Daniel focuses on learning the process</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=994s">16:34</a>) The importance of using branches for development</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1059s">17:39</a>) Managing AI agents like managing a team</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1272s">21:12</a>) Navigating the App Store</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1386s">23:06</a>) Being a &#8220;picky customer&#8221; rather than a PM</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1500s">25:00</a>) Testing in Xcode and shipping to the App Store</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1694s">28:14</a>) Quick recap</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1800s">30:00</a>) Creating terminal aliases with Claude</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1898s">31:38</a>) Demo of his Commutely app</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=1930s">32:10</a>) Using Copilot to manage work responsibilities</p><p>(<a href="https://www.youtube.com/watch?v=HbWu_eYIHKQ&amp;t=2105s">35:05</a>) How Daniel talks to AI without personifying it</p><p></p><h3>Tools referenced:</h3><p>&#8226; Claude: <a href="https://claude.ai/">https://claude.ai/</a></p><p>&#8226; Claude Code: <a href="https://claude.ai/code">https://claude.ai/code</a></p><p>&#8226; Cursor: <a href="https://cursor.sh/">https://cursor.sh/</a></p><p>&#8226; Xcode: <a href="https://developer.apple.com/xcode/">https://developer.apple.com/xcode/</a></p><p>&#8226; Canva: <a href="https://www.canva.com/">https://www.canva.com/</a></p><p>&#8226; Microsoft Copilot: <a href="https://copilot.microsoft.com/">https://copilot.microsoft.com/</a></p><p>&#8226; Terminal: <a href="https://support.apple.com/guide/terminal/welcome/mac">https://support.apple.com/guide/terminal/welcome/mac</a></p><p>&#8226; Obsidian: <a href="https://obsidian.md/">https://obsidian.md/</a></p><p></p><h3>Other reference:</h3><p>&#8226; Commutely (iOS app): <a href="https://apps.apple.com/us/app/commutely/id6755789873">https://apps.apple.com/us/app/commutely/id6755789873</a></p><p></p><h3>Where to find Daniel Roth:</h3><p>LinkedIn: <a href="https://www.linkedin.com/in/danielroth1/">https://www.linkedin.com/in/danielroth1/</a></p><p>Newsletter: <a href="https://www.linkedin.com/newsletters/forward-deployed-editor-7378272989982683137/">https://www.linkedin.com/newsletters/forward-deployed-editor-7378272989982683137/</a></p><p></p><h3>Where to find Claire Vo:</h3><p>ChatPRD: <a href="https://www.chatprd.ai/">https://www.chatprd.ai/</a></p><p>Website: <a href="https://clairevo.com/">https://clairevo.com/</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/clairevo/">https://www.linkedin.com/in/clairevo/</a></p><p>X: <a href="https://x.com/clairevo">https://x.com/clairevo</a></p><p></p><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email jordan@penname.co.</p>]]></content:encoded></item><item><title><![CDATA[The tactical playbook for getting 20-40% more comp (without sounding greedy) | Jacob Warwick (Executive Negotiator)]]></title><description><![CDATA[Why negotiation starts before the offer, the exact phrases that unlock 20%-40% more comp, how to flip interviews into discovery calls, and why product people negotiate worse than everyone else]]></description><link>https://www.lennysnewsletter.com/p/the-tactical-playbook-for-getting-more-comp</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/the-tactical-playbook-for-getting-more-comp</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Sun, 15 Mar 2026 12:31:37 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189787695/76a2ce4e5787f5d38b59dbd61e6603ec.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a 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data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4f21083b-2c37-4caf-9c5e-3a897df130aa_1920x1080.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2367895,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://youtu.be/pEis2CBomVA&quot;,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189787695?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f21083b-2c37-4caf-9c5e-3a897df130aa_1920x1080.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong>Jacob Warwick</strong> is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages. He has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensation. His approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.</p><div class="pullquote"><p><strong>Listen on <a href="https://youtu.be/pEis2CBomVA">YouTube</a>, <a href="https://open.spotify.com/episode/5EWfJ5J4DqZPceHAq2foua">Spotify</a>, and <a href="https://podcasts.apple.com/us/podcast/the-tactical-playbook-for-getting-20-40-more-comp/id1627920305?i=1000755397535">Apple Podcasts</a></strong></p></div><h3>We discuss:</h3><ol><li><p>Why a simple &#8220;What&#8217;s the chance there&#8217;s a little more here?&#8221; often unlocks a 20% bump</p></li><li><p>Why Jacob sees 40% average movement when negotiations are run well</p></li><li><p>When negotiation actually starts (hint: it&#8217;s much earlier than you think)</p></li><li><p>Why information + timing create power</p></li><li><p>The biggest mistakes people make when negotiating</p></li><li><p>How to navigate the important &#8220;What&#8217;s your comp expectation?&#8221; question without anchoring too low</p></li><li><p>Why the best interviews feel more like discovery calls than interrogations</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!HSm0!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!HSm0!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!HSm0!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!HSm0!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!HSm0!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!HSm0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png" width="1456" height="120" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:120,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:117597,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189787695?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!HSm0!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!HSm0!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!HSm0!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!HSm0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4f7dfd67-0bdc-4b5b-a8e2-0400a437c282_3444x285.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong><a href="https://www.orkes.io/">Orkes</a></strong>&#8212;The enterprise platform for reliable applications and agentic workflows</p><p><strong><a href="https://mercury.com/?utm_source=lennys&amp;utm_medium=sponsored_newsletter&amp;utm_campaign=26q1_brand_campaign">Mercury</a></strong>&#8212;Radically different banking</p><p><strong><a href="https://omni.co/lenny">Omni</a></strong>&#8212;AI analytics your customers can trust</p></blockquote><p></p><h3>Where to find Jacob Warwick:</h3><p>&#8226; Substack: <a href="https://www.execsandthecity.com">https://www.execsandthecity.com</a></p><p>&#8226; YouTube: <a href="https://www.youtube.com/@ExecsandtheCity">https://www.youtube.com/@ExecsandtheCity</a></p><p>&#8226; Website: <a href="https://www.thinkwarwick.com">https://www.thinkwarwick.com</a></p><p>&#8226; Complete Job Search Course: <a href="https://www.execsandthecity.com/p/complete-job-search-course">https://www.execsandthecity.com/p/complete-job-search-course</a></p><h3></h3><h3>Referenced:</h3><p>&#8226; The ultimate guide to negotiating your comp: <a href="https://www.lennysnewsletter.com/p/the-ultimate-guide-to-negotiating">https://www.lennysnewsletter.com/p/the-ultimate-guide-to-negotiating</a></p><p>&#8226; Sam Altman on X: <a href="https://x.com/sama">https://x.com/sama</a></p><p>&#8226; Tom Brady on X: <a href="https://x.com/TomBrady">https://x.com/TomBrady</a></p><p>&#8226; Career Huddle: Interview &amp; Negotiation Master Class with Jacob Warwick: <a href="https://www.youtube.com/watch?v=TgjWTiSj8E8">https://www.youtube.com/watch?v=TgjWTiSj8E8</a></p><p>&#8226; Salesforce: <a href="https://www.salesforce.com">https://www.salesforce.com</a></p><p>&#8226; Julia Roberts: <a href="https://en.wikipedia.org/wiki/Julia_Roberts">https://en.wikipedia.org/wiki/Julia_Roberts</a></p><p>&#8226; Matt Damon: <a href="https://en.wikipedia.org/wiki/Matt_Damon">https://en.wikipedia.org/wiki/Matt_Damon</a></p><p>&#8226; Steven Spielberg: <a href="https://en.wikipedia.org/wiki/Steven_Spielberg">https://en.wikipedia.org/wiki/Steven_Spielberg</a></p><p>&#8226; Marc Andreessen: The real AI boom hasn&#8217;t even started yet: <a href="https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom">https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom</a></p><p>&#8226; Chris Voss&#8217;s quote: <a href="https://www.goodreads.com/quotes/10181396-remember-never-be-so-sure-of-what-you-want-that">https://www.goodreads.com/quotes/10181396-remember-never-be-so-sure-of-what-you-want-that</a></p><p>&#8226; Chris Voss on X: <a href="https://x.com/fbinegotiator">https://x.com/fbinegotiator</a></p><p>&#8226; Werewolf: <a href="https://playwerewolf.co">https://playwerewolf.co</a></p><p>&#8226; Modes of persuasion: <a href="https://en.wikipedia.org/wiki/Modes_of_persuasion">https://en.wikipedia.org/wiki/Modes_of_persuasion</a></p><p>&#8226; How to use tactical empathy: <a href="https://www.linkedin.com/posts/christophervoss_tacticalempathy-negotiation-customerexperience-activity-7361004118808670212-oeRy">https://www.linkedin.com/posts/christophervoss_tacticalempathy-negotiation-customerexperience-activity-7361004118808670212-oeRy</a></p><p>&#8226; ZOPA, BATNA and Win-Win in Negotiation: <a href="https://www.parallelprojecttraining.com/blog/zopa-batna-and-win-win-in-negotiation">https://www.parallelprojecttraining.com/blog/zopa-batna-and-win-win-in-negotiation</a></p><p>&#8226; Marvel: <a href="https://www.marvel.com">https://www.marvel.com</a></p><p>&#8226; Negotiation Made Simple podcast: <a href="https://www.buzzsprout.com/2227030">https://www.buzzsprout.com/2227030</a></p><p>&#8226; <em>Luca </em>on Disney+: <a href="https://www.disneyplus.com/browse/entity-f28b825f-c207-406b-923a-67f85e6d90e0">https://www.disneyplus.com/browse/entity-f28b825f-c207-406b-923a-67f85e6d90e0</a></p><p>&#8226; <em>Minuscule</em>: <a href="https://www.youtube.com/user/Minuscule">https://www.youtube.com/user/Minuscule</a></p><p>&#8226; Claude Cowork: <a href="https://claude.com/product/cowork">https://claude.com/product/cowork</a></p><p>&#8226; Macrofactor: <a href="https://macrofactor.com">https://macrofactor.com</a></p><p>&#8226; Whoop: <a href="https://www.whoop.com">https://www.whoop.com</a></p><p>&#8226; Gemini: <a href="https://gemini.google.com/app">https://gemini.google.com/app</a></p><p>&#8226; The Cody Dieruf Foundation: <a href="https://breathinisbelievin.org">https://breathinisbelievin.org</a></p><p>&#8226; Cystic Fibrosis Foundation: <a href="https://www.cff.org">https://www.cff.org</a></p><p></p><h3>Recommended books:</h3><p>&#8226; <em>Negotiation Games</em>: <a href="https://www.amazon.com/Negotiation-Games-Routledge-Advances-Theory/dp/0415308941">https://www.amazon.com/Negotiation-Games-Routledge-Advances-Theory/dp/0415308941</a></p><p>&#8226; <em>Influence: The Psychology of Persuasion</em>: <a href="https://www.amazon.com/Influence-Psychology-Persuasion-Robert-Cialdini/dp/006124189X">https://www.amazon.com/Influence-Psychology-Persuasion-Robert-Cialdini/dp/006124189X</a></p><p>&#8226; <em>You Can Negotiate Anything: How to Get What You Want</em>: <a href="https://www.amazon.com/You-Negotiate-Anything-Herb-Cohen/dp/0806541229">https://www.amazon.com/You-Negotiate-Anything-Herb-Cohen/dp/0806541229</a></p><p>&#8226; <em>Negotiation Made Simple: A Practical Guide for Solving Problems, Building Relationships, and Delivering the Deal</em>: <a href="https://www.amazon.com/Negotiation-Made-Simple-Relationships-Delivering/dp/1400336325">https://www.amazon.com/Negotiation-Made-Simple-Relationships-Delivering/dp/1400336325</a></p><p>&#8226; <em>Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity</em>: <a href="https://www.amazon.com/Radical-Candor-Kick-Ass-Without-Humanity/dp/1250103509">https://www.amazon.com/Radical-Candor-Kick-Ass-Without-Humanity/dp/1250103509</a></p><p>&#8226; <em>High Output Management</em>: <a href="https://www.amazon.com/High-Output-Management-Andrew-Grove/dp/0679762884">https://www.amazon.com/High-Output-Management-Andrew-Grove/dp/0679762884</a></p><p>&#8226; <em>How to Win Friends and Influence People</em>: <a href="https://www.amazon.com/How-Win-Friends-Influence-People/dp/0671027034">https://www.amazon.com/How-Win-Friends-Influence-People/dp/0671027034</a></p><div><hr></div><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email <a href="mailto:podcast@lennyrachitsky.com">podcast@lennyrachitsky.com</a>.</p><p><em>Lenny may be an investor in the companies discussed.</em></p><div><hr></div><h2>My biggest takeaways from this conversation:</h2>
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   ]]></content:encoded></item><item><title><![CDATA[🧠 Community Wisdom: Getting a skeptical CTO to adopt AI coding tools, staying after losing faith in the founder, Claude skills for designers, making the most of a jack-of-all-trades role, and more]]></title><description><![CDATA[Community Wisdom 177]]></description><link>https://www.lennysnewsletter.com/p/community-wisdom-getting-a-skeptical</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/community-wisdom-getting-a-skeptical</guid><dc:creator><![CDATA[Kiyani]]></dc:creator><pubDate>Sat, 14 Mar 2026 17:43:36 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!KxHU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>&#128075; Hello and welcome to this week&#8217;s edition of &#10024; <strong>Community Wisdom</strong> &#10024; a subscriber-only email, delivered every Saturday, highlighting the most helpful conversations in <a href="https://forms.gle/syq81QDwqbvL3Yn58">our members-only Slack community</a>.</em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!KxHU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!KxHU!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png 424w, 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   ]]></content:encoded></item><item><title><![CDATA[How I built a 1M+ subscriber newsletter and top 10 tech podcast | Lenny Rachitsky]]></title><description><![CDATA[Listen now | My wife, Michelle Rial, turns the mic on me to unpack the story behind my newsletter and podcast]]></description><link>https://www.lennysnewsletter.com/p/how-i-built-a-1m-subscriber-newsletter</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/how-i-built-a-1m-subscriber-newsletter</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Thu, 12 Mar 2026 12:32:15 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189915507/d5c4c98adaed38e9b3ec26544ccb6571.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://youtu.be/HEqrvF7ztBE" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!T2LB!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!T2LB!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!T2LB!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!T2LB!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!T2LB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2357553,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://youtu.be/HEqrvF7ztBE&quot;,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189915507?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!T2LB!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!T2LB!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!T2LB!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!T2LB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3370ed74-d099-416d-8fc7-3f300a023740_1920x1080.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>People have been asking me to sit on the other side of the mic for a long time. With my wife&#8217;s debut children&#8217;s book, <em>Charts for Babies</em>, coming out next month, we figured: why not do it together? What followed was one of the most honest conversations I&#8217;ve had on this podcast. Michelle asked things no one else would think to ask&#8212;and many things I&#8217;ve never shared publicly. You&#8217;ll hear about the specific moments that pushed me to start the newsletter, how I think about quality and iteration, what most stresses me out, and the scariest moment of my life. This was so fun, and so special, and I hope you like it.</p><blockquote><p><strong>Pre-order </strong><em><strong>Charts for Babies</strong></em><strong>:</strong> <a href="https://www.amazon.com/Charts-Babies-Picture-Book/dp/1419785184">https://www.amazon.com/Charts-Babies-Picture-Book/dp/1419785184</a></p></blockquote><div class="pullquote"><p><strong>Listen on <a href="https://youtu.be/HEqrvF7ztBE">YouTube</a>, <a href="https://open.spotify.com/episode/4Wu8sVAf9ZNdCOo9bQWMCE">Spotify</a>, and <a href="https://podcasts.apple.com/us/podcast/how-i-built-a-1m-subscriber-newsletter-and-top-10/id1627920305?i=1000754846504">Apple Podcasts</a></strong></p></div><h3>We discuss:</h3><ol><li><p>The collection of moments that led me to what I do now</p></li><li><p>When I added a paywall, and how I knew it was working</p></li><li><p>The hidden treadmill behind shipping a newsletter post and podcast episode every week</p></li><li><p>The most stressful moments I&#8217;ve had in business and in life</p></li><li><p>How I think about stress, consistency, and keeping the business small</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!2eMK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!2eMK!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!2eMK!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!2eMK!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!2eMK!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!2eMK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png" width="1456" height="120" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:120,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:107312,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189915507?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!2eMK!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!2eMK!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!2eMK!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!2eMK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa936cb6a-6932-40f7-a9ba-2ed1bb5ac6fb_3444x285.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong><a href="https://workos.com/lenny">WorkOS</a></strong>&#8212;Modern identity platform for B2B SaaS, free up to 1 million MAUs</p><p><strong><a href="https://metaview.ai/lenny">Metaview</a></strong>&#8212;The AI platform for recruiting</p><p><strong><a href="https://getdx.com/lenny">DX</a></strong>&#8212;The developer intelligence platform designed by leading researchers</p></blockquote><p></p><h3>Where to find Michelle Rial:</h3><p>&#8226; X: <a href="https://x.com/TheRialMichelle">https://x.com/TheRialMichelle</a></p><p>&#8226; LinkedIn: <a href="https://www.linkedin.com/in/michellerial">https://www.linkedin.com/in/michellerial</a></p><p>&#8226; Website: <a href="https://www.michellerial.com">https://www.michellerial.com</a></p><p></p><h3>Referenced:</h3><p>&#8226; What Seven Years at Airbnb Taught Me About Building a Business: <a href="https://www.lennysnewsletter.com/p/what-seven-years-at-airbnb-taught">https://www.lennysnewsletter.com/p/what-seven-years-at-airbnb-taught</a></p><p>&#8226; How to Make a Living as an Artist: <a href="https://essays.fnnch.com/make-a-living">https://essays.fnnch.com/make-a-living</a></p><p>&#8226; <em>Indiana Jones</em>: <a href="https://en.wikipedia.org/wiki/Indiana_Jones">https://en.wikipedia.org/wiki/Indiana_Jones</a></p><p>&#8226; Joshua Tree National Park: <a href="https://en.wikipedia.org/wiki/Joshua_Tree_National_Park">https://en.wikipedia.org/wiki/Joshua_Tree_National_Park</a></p><p>&#8226; Authentic Happiness: <a href="https://www.authentichappiness.sas.upenn.edu">https://www.authentichappiness.sas.upenn.edu</a></p><p>&#8226; Misophonia: <a href="https://my.clevelandclinic.org/health/diseases/24460-misophonia">https://my.clevelandclinic.org/health/diseases/24460-misophonia</a></p><p>&#8226; Head of Claude Code: What happens after coding is solved | Boris Cherny: <a href="https://www.lennysnewsletter.com/p/head-of-claude-code-what-happens">https://www.lennysnewsletter.com/p/head-of-claude-code-what-happens</a></p><p>&#8226; <em>The Devil Wears Prada</em>: <a href="https://en.wikipedia.org/wiki/The_Devil_Wears_Prada_(film)">https://en.wikipedia.org/wiki/The_Devil_Wears_Prada_(film)</a></p><p>&#8226; Emily Charlton: <a href="https://devil-wears-prada.fandom.com/wiki/Emily_Charlton">https://devil-wears-prada.fandom.com/wiki/Emily_Charlton</a></p><p>&#8226; <em>When Harry Met Sally</em>: <a href="https://en.wikipedia.org/wiki/When_Harry_Met_Sally%E2%80%A6">https://en.wikipedia.org/wiki/When_Harry_Met_Sally&#8230;</a></p><p>&#8226; xkcd: Ballmer Peak: <a href="https://xkcd.com/323">https://xkcd.com/323</a></p><p>&#8226; How Long Can I Call My Baby a Baby?: <a href="https://cupofjo.com/2026/02/27/how-long-can-i-call-my-baby-a-baby">https://cupofjo.com/2026/02/27/how-long-can-i-call-my-baby-a-baby</a></p><p></p><h3>Recommended books:</h3><p>&#8226; <em>Am I Overthinking This?: Over-Answering Life&#8217;s Questions in 101 Charts</em>: <a href="https://www.amazon.com/Am-Overthinking-This-Over-answering-questions/dp/1452175861">https://www.amazon.com/Am-Overthinking-This-Over-answering-questions/dp/1452175861</a></p><p>&#8226; <em>Charts for Babies: A Picture Book</em>: <a href="https://www.amazon.com/Charts-Babies-Picture-Book/dp/1419785184">https://www.amazon.com/Charts-Babies-Picture-Book/dp/1419785184</a></p><p>&#8226; <em>Maybe This Will Help: How to Feel Better when Things Stay the Same</em>: <a href="https://www.amazon.com/Maybe-This-Will-Help-Better/dp/1797211250">https://www.amazon.com/Maybe-This-Will-Help-Better/dp/1797211250</a></p><p>&#8226; Jon Klassen books: <a href="https://www.amazon.com/stores/author/B00MXOB18Q?ccs_id=9e2a2952-ae68-4b1b-ae95-8ed471bd8e75">https://www.amazon.com/stores/author/B00MXOB18Q?ccs_id=9e2a2952-ae68-4b1b-ae95-8ed471bd8e75</a></p><p>&#8226; <em>I Want My Hat Back</em>: <a href="https://www.amazon.com/I-Want-My-Hat-Back/dp/0763655988">https://www.amazon.com/I-Want-My-Hat-Back/dp/0763655988</a></p><div><hr></div><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email <a href="mailto:podcast@lennyrachitsky.com">podcast@lennyrachitsky.com</a>.</p><p><em>Lenny may be an investor in the companies discussed.</em></p><div><hr></div><h2>My biggest takeaways from this conversation:</h2>
      <p>
          <a href="https://www.lennysnewsletter.com/p/how-i-built-a-1m-subscriber-newsletter">
              Read more
          </a>
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   ]]></content:encoded></item><item><title><![CDATA[From Figma to Claude Code and back | Gui Seiz & Alex Kern (Figma) ]]></title><description><![CDATA[Watch now | &#127897;&#65039; How Figma&#8217;s designers and engineers use MCPs to pull production code into Figma, edit designs, and push changes back to code&#8212;eliminating design drift and enabling real-time collaboration]]></description><link>https://www.lennysnewsletter.com/p/from-figma-to-claude-code-and-back</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/from-figma-to-claude-code-and-back</guid><dc:creator><![CDATA[Claire Vo]]></dc:creator><pubDate>Wed, 11 Mar 2026 12:03:30 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/190530143/e8bb6f1d23cfa63d1fe5833022dfe451.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div id="youtube2-I5X4_mYoiM8" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;I5X4_mYoiM8&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/I5X4_mYoiM8?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><p>Most teams are still passing static design files back and forth, and most Figma files are already out of date by the time they reach engineering. <strong>Gui Seiz</strong> (designer) and <strong>Alex Kern</strong> (engineer) from Figma walk through the exact workflow their team uses to bridge that gap with AI, live onscreen. They demo how to pull a running web app directly into Figma using the Figma MCP, edit it collaboratively, and push it back to code. The old linear waterfall workflow is gone. What replaces it is a fluid, bidirectional loop where design and code inform each other in real time.</p><div class="pullquote"><p><strong>Listen or watch on <a href="https://youtu.be/I5X4_mYoiM8">YouTube</a>, <a href="https://open.spotify.com/episode/3Wp27hFgHARehjvWzaVZzp">Spotify</a>, or <a href="https://podcasts.apple.com/us/podcast/from-figma-to-claude-code-and-back-gui-seiz-alex-kern-figma/id1809663079?i=1000754642393">Apple Podcasts</a></strong></p></div><h3>What you&#8217;ll learn:</h3><ol><li><p>How to use Figma&#8217;s MCP to pull production code directly into Figma files</p></li><li><p>A workflow for pushing design changes from Figma back into your codebase using Claude Code without manual CSS adjustments</p></li><li><p>How to export multiple code states (like all five states of a signup flow) into Figma so designers can work with what actually exists in production</p></li><li><p>Why AI has shifted design work upstream to planning and downstream to craft, eliminating the rushed middle phase of execution</p></li><li><p>How to create custom skills that automate pre-flight checks, lint fixes, and CI monitoring before pushing code to production</p></li><li><p>How to structure your codebase so AI can write 90% of your code more effectively</p></li></ol><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Jbu7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Jbu7!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!Jbu7!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!Jbu7!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!Jbu7!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Jbu7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png" width="1456" height="104" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:104,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:11813,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/190530143?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Jbu7!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!Jbu7!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!Jbu7!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!Jbu7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0e8a5fbb-b16b-4b27-b370-efbb5f1b281b_1600x114.png 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><h3>Brought to you by:</h3><p><strong><a href="https://www.optimizely.com/howIAI">Optimizely</a></strong>&#8212;Your AI agent orchestration platform for marketing and digital teams</p><p></p><h3>In this episode, we cover:</h3><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8">00:00</a>) Introduction to Gui and Alex from Figma</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=176s">02:56</a>) How AI has transformed Figma&#8217;s internal workflows</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=317s">05:17</a>) The collapse of linear design-to-code workflows</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=448s">07:28</a>) Demo: Pulling production code into Figma using MCPs</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=649s">10:49</a>) Using Figma for precise design manipulation and team collaboration</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=850s">14:10</a>) Demo: Pushing Figma designs back into code with Claude Code</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=966s">16:06</a>) How AI has changed the role of software engineers</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=1123s">18:43</a>) The shift to upstream planning and downstream craft</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=1351s">22:31</a>) Demo: Exporting multiple code states back into Figma</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=1523s">25:23</a>) Synchronous vs. asynchronous collaboration with AI</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=1680s">28:00</a>) Eliminating design and engineering toil with AI</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=1743s">29:03</a>) Demo: Custom skills for automating pre-flight checks</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=2046s">34:06</a>) Code first or design first?</p><p>(<a href="https://www.youtube.com/watch?v=I5X4_mYoiM8&amp;t=2124s">35:24</a>) Using AI to learn and explore codebases</p><p></p><h3>Tools referenced:</h3><p>&#8226; Figma: <a href="https://www.figma.com/">https://www.figma.com/</a></p><p>&#8226; From Claude Code to Figma: Turning production code into editable Figma designs: <a href="https://www.figma.com/blog/introducing-claude-code-to-figma/">https://www.figma.com/blog/introducing-claude-code-to-figma/</a></p><p>&#8226; Codex: <a href="https://codex.ai/">https://codex.ai/</a></p><p>&#8226; Claude Code: <a href="https://claude.ai/code">https://claude.ai/code</a></p><p>&#8226; Buildkite: <a href="https://buildkite.com/">https://buildkite.com/</a></p><p></p><h3>Other references:</h3><p>&#8226; Balsamiq: <a href="https://balsamiq.com/">https://balsamiq.com/</a></p><p></p><h3>Where to find Gui Seiz:</h3><p>X: <a href="https://x.com/guiseiz">https://x.com/guiseiz</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/guiseiz/">https://www.linkedin.com/in/guiseiz/</a></p><p></p><h3>Where to find Alex Kern:</h3><p>X: <a href="https://x.com/kernio">https://x.com/kernio</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/alexanderskern/">https://www.linkedin.com/in/alexanderskern/</a></p><p></p><h3>Where to find Claire Vo:</h3><p>ChatPRD: <a href="https://www.chatprd.ai/">https://www.chatprd.ai/</a></p><p>Website: <a href="https://clairevo.com/">https://clairevo.com/</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/clairevo/">https://www.linkedin.com/in/clairevo/</a></p><p>X: <a href="https://x.com/clairevo">https://x.com/clairevo</a></p><p></p><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email jordan@penname.co.</p>]]></content:encoded></item><item><title><![CDATA[A guide to advanced B2B positioning]]></title><description><![CDATA[10 years, 300 companies, 4 non-obvious lessons on getting past the trickiest roadblocks]]></description><link>https://www.lennysnewsletter.com/p/a-guide-to-advanced-b2b-positioning</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/a-guide-to-advanced-b2b-positioning</guid><dc:creator><![CDATA[April Dunford]]></dc:creator><pubDate>Tue, 10 Mar 2026 12:45:43 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!mQVh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>&#128075;  Hey there, I&#8217;m Lenny. Each week, I answer reader questions about building product, driving growth, and accelerating your career. For more: <a href="https://www.lennysnewsletter.com/podcast">Lenny&#8217;s Podcast</a> | <a href="https://www.lennybot.com/">Lennybot</a> | <a href="https://www.youtube.com/@howiaipodcast">How I AI</a> |  My favorite <a href="https://maven.com/lenny">AI/PM courses</a>, <a href="https://ultraspeaking.com/lennyslist?via=lenny">public speaking course</a>, and <a href="https://www.benerez.com/copilot/lenny">interview prep copilot</a></em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.lennysnewsletter.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://www.lennysnewsletter.com/subscribe?"><span>Subscribe now</span></a></p><p><em>P.S. Get a full free year of Lovable, Replit, Manus, Gamma, n8n, Canva, ElevenLabs, Amp, Factory, Devin, Bolt, Wispr Flow, Linear, PostHog, Framer, Railway, Granola, Warp, Perplexity, Magic Patterns, Mobbin, ChatPRD, and Stripe Atlas <a href="https://www.lennysnewsletter.com/subscribe?plan=founding">by becoming an Insider subscriber</a>. <a href="https://www.lennysnewsletter.com/p/productpass">Yes, this is for real</a>.</em></p><div><hr></div><p>As AI makes it trivial to build and launch products (and, soon, even come up with product ideas), <strong>the biggest challenge for product teams is quickly becoming distribution</strong>: getting people to pay attention to your product in the increasing cacophony of launches.</p><p>One of the most powerful tools to cut through that noise is <strong>positioning</strong>. Strong, specific positioning grabs people&#8217;s attention and helps them instantly understand why your product is for them. </p><p><a href="https://www.aprildunford.com/">April Dunford</a> is the world&#8217;s leading expert on the topic. She is the author of <em>the</em> book on positioning, <em><a href="https://www.aprildunford.com/books">Obviously Awesome</a></em>, and has worked with over 300 B2B companies to nail their positioning. She&#8217;s also a two-time Lenny&#8217;s guest contributor and podcast guest. As she explained in <a href="https://www.lennysnewsletter.com/p/positioning">her previous, widely shared, guest post</a>, &#8220;a single shift in positioning can mean the difference between a product that flops and one that breaks through.&#8221;</p><p><strong>In her latest guest post, below, April offers a guide to advanced B2B positioning&#8212;four lessons for getting past the trickiest and most common roadblocks that teams run into.</strong></p><p>Let&#8217;s get into it.</p><p><em>P.S. April just published <a href="https://www.aprildunford.com/books">an updated and expanded edition of Obviously Awesome</a>. Grab a copy if you know what&#8217;s good for you. For more from April, <a href="https://aprildunford.substack.com/">subscribe to her excellent Substack</a> (she&#8217;ll be dropping some new plug-and-play positioning templates in the next couple of weeks), and <a href="https://www.linkedin.com/in/aprildunford/">follow her on LinkedIn</a>. </em></p><p><em>You can also listen to this post in convenient podcast form: <a href="https://open.spotify.com/show/0IIunA06qMtrcQLfypTooj">Spotify</a> / <a href="https://podcasts.apple.com/us/podcast/lennys-reads/id1810314693">Apple</a> / <a href="https://www.youtube.com/@lennysreads">YouTube</a>.</em></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!mQVh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!mQVh!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png 424w, https://substackcdn.com/image/fetch/$s_!mQVh!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png 848w, https://substackcdn.com/image/fetch/$s_!mQVh!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png 1272w, https://substackcdn.com/image/fetch/$s_!mQVh!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!mQVh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:194478,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189907301?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9e59a6f-2b65-45e5-a1ed-aa7236060067_2912x1940.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>When I started out as a junior product marketer, positioning was something everyone understood but no one knew how to do, especially for tech companies. My work over the past 10 years has focused on developing a repeatable process that any B2B technology company can use as a starting point for creating strong positioning. I wrote a book, <em>Obviously Awesome</em>, about how a cross-functional team should work through the five components of positioning in a specific order. I&#8217;ve also covered it in <a href="https://www.lennysnewsletter.com/p/positioning">this article</a> and <a href="https://www.youtube.com/watch?v=hdjlCLb9Hl8">this podcast</a> with Lenny.</p><p>Today, we have a much deeper understanding of how to develop good positioning&#8212;which is great for product marketers and great for the industry. But teams may encounter more advanced and challenging roadblocks that can slow momentum, derail collaboration, and break a project entirely. In this post, I&#8217;m looking beyond the basics of running a positioning process to address how to get past difficult roadblocks at different stages of the positioning development process to develop a positioning that clearly sets your product apart from your competition.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!0NX6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b989ec0-b5af-4c42-8d6d-16f82b06333f_1510x1248.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!0NX6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b989ec0-b5af-4c42-8d6d-16f82b06333f_1510x1248.png 424w, 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srcset="https://substackcdn.com/image/fetch/$s_!0NX6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b989ec0-b5af-4c42-8d6d-16f82b06333f_1510x1248.png 424w, https://substackcdn.com/image/fetch/$s_!0NX6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b989ec0-b5af-4c42-8d6d-16f82b06333f_1510x1248.png 848w, https://substackcdn.com/image/fetch/$s_!0NX6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b989ec0-b5af-4c42-8d6d-16f82b06333f_1510x1248.png 1272w, https://substackcdn.com/image/fetch/$s_!0NX6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b989ec0-b5af-4c42-8d6d-16f82b06333f_1510x1248.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>There are four patterns I see where teams encounter roadblocks during positioning development that are hard to see coming and to navigate around:</p><ol><li><p><strong>Disagreement about what to position </strong><em><strong>against</strong></em></p></li><li><p><strong>Product pessimism blinds the team to product strengths</strong></p></li><li><p><strong>The differentiated value is poorly defined</strong></p></li><li><p><strong>The company doesn&#8217;t know what they are positioning</strong></p></li></ol><p>These roadblocks are common, but they&#8217;re far from impossible to manage. In this post, I&#8217;ll give you a clear view of where they may appear down the road and how you can avoid them entirely or guide your team safely around them to achieve consistent, lasting success in your B2B positioning. You&#8217;ll walk away with a greater understanding of the positioning process and four real-world strategies that you can immediately take into your next project. Now let&#8217;s get into it.</p><h1>Four positioning roadblocks and how to move past them</h1><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!d8ma!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!d8ma!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 424w, https://substackcdn.com/image/fetch/$s_!d8ma!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 848w, https://substackcdn.com/image/fetch/$s_!d8ma!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 1272w, https://substackcdn.com/image/fetch/$s_!d8ma!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!d8ma!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png" width="1456" height="1388" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1388,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:168905,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189907301?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!d8ma!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 424w, https://substackcdn.com/image/fetch/$s_!d8ma!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 848w, https://substackcdn.com/image/fetch/$s_!d8ma!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 1272w, https://substackcdn.com/image/fetch/$s_!d8ma!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33a489a3-73da-468d-a876-29c151863c2a_1510x1439.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Roadblock 1: Disagreement about what to position <em>against</em></h2><p>The first step in a positioning process is to look at the competitive alternatives. One of the most surprising things I have seen in positioning work is how often marketing, product, sales, and the founder/CEO have very different views on who they compete with. I&#8217;ve seen it so consistently that I believe disagreement about what to position against is the root of most weak positioning.</p><p>Each function in a B2B tech company tends to have its own set of biases when it comes to thinking about &#8220;competition.&#8221;</p><p><strong>Marketing:</strong> Marketing is often overly influenced by a potential competitor&#8217;s marketing spend, regardless of the effectiveness of that spend (which is often completely unknown). Marketing teams watch how competitors show up in media, online, ads, and at conferences, and then often equate market visibility with competitive success&#8212;even if the sales team rarely encounters this competitor on a prospect&#8217;s short list and never loses deals to them.</p><p><strong>Product Management:</strong> The product team is focused a little further into the future than the marketing and sales teams. Product roadmap work requires an understanding of what I would call &#8220;horizon competitors,&#8221; products that aren&#8217;t causing any pain today but could in the future. In a positioning exercise, product teams will often list twice as many &#8220;competitors&#8221; as a sales team does, many of which are never seen on a prospect&#8217;s short list.</p><p><strong>Sales:</strong> Sales teams can have a skewed perception of competitors in two distinct ways. Firstly, they tend to have what I would call a &#8220;whale&#8221; bias. Sales can feel the sting of losing one very big deal and become overly focused on that winning competitor, even if they are never seen in more &#8220;normal&#8221; deals. The second bias is that they rarely define the status quo solution as a &#8220;competitor.&#8221; Deals lost to the status quo are often categorized as &#8220;no decision.&#8221; In the mind of a good salesperson, the customer&#8217;s &#8220;No&#8221; is mentally translated to &#8220;Not yet.&#8221; I have seen this even when the overwhelming majority of deals are lost to the status quo.</p><p><strong>Founders: </strong>Most founders I&#8217;ve worked with have a great gut feel for positioning. In fact, many positioning exercises I&#8217;ve led end up helping newer executives understand the nuances of what the founder already knows. However, in certain situations, founders might muddy the positioning waters by bringing a bias that the rest of the team doesn&#8217;t fully understand. Three situations where I see this happening:</p><ul><li><p><strong>The founder was once heavily involved in closing deals but became less so. </strong>The founder may be biased toward what the competitive landscape <em>used</em> to look like and less familiar with current market dynamics.</p></li><li><p><strong>Recent acquisitions</strong> have opened opportunities in market segments that the acquiring team (including the founder) may not understand as well as the folks on the recently acquired team.</p></li><li><p><strong>The founder has recently been very focused on fundraising.</strong> In fundraising, the company orients more toward the future state it is building. Often, that future state is not something the sales team can sell today. Too much focus on future capabilities the company does not yet deliver can result in stalled deals and customers saying, &#8220;We love that. Come back in two years when you have it.&#8221;</p></li></ul><h3>The solution: Focus on the <em>prospect&#8217;s </em>view of the competition</h3><p>The prospect&#8217;s view of competitive alternatives is the only one that matters. Because different teams interact with customers in different ways and at different points in the sales process, their understanding of how customers view alternatives won&#8217;t always align. If we go into the positioning process understanding this, we can get past the roadblock in these ways:</p><ol><li><p><strong>Imagine a world from the prospect&#8217;s POV: </strong>Rather than have the team list conflicting sets of perceived competitors, ask, &#8220;If we didn&#8217;t exist, what would a prospect do?&#8221; That reframing helps the team focus on what is happening in sales deals out in the real world, rather than who they <em>should</em> or <em>could</em> compete with.</p></li></ol><ol start="2"><li><p><strong>Stay rooted in the near term:</strong> As an old boss of mine used to say, &#8220;We have to sell what&#8217;s on the truck.&#8221; The path to success is to focus on the product as it exists, in the market as it exists, and selling to the customers we can win with today. We should expect our positioning to change over time as the product, competitors, and target customers evolve, but we should also accept that we are terrible at predicting how the changes will unfold.</p></li></ol><ol start="3"><li><p><strong>Don&#8217;t forget the status quo: </strong>In B2B, vendors typically lose about half their sales opportunities to whatever the prospect is currently using. I&#8217;ve worked with companies where that number exceeds 80%. We need to understand the strengths and weaknesses of the status quo solution to convince buyers to move on. Research shows that about half the time, a status quo decision is more about customer indecision than a vote for the status quo solution (see Matt Dixon&#8217;s JOLT Effect research, for example). Still, we ignore the other half at our peril. Strong positioning wins both types of &#8220;no decision&#8221; deals.</p></li></ol><ol start="4"><li><p><strong>Work with a cross-functional team:</strong> The first and most obvious way to ensure that the positioning accounts for different perspectives is to work with a cross-functional team. My recommendation is that we have the heads of marketing, sales, product management, and customer success, along with the founder, CEO, or head of the business (if it is a larger company). Often it helps to include a couple of very experienced account executives from the sales team to verify what is happening in the early sales stages. If we are positioning the company or a grouping of products (more on this later), we will need to make sure we have folks with product and commercial experience for each product. We might also need sales representation across different geographies if the competitive landscape varies.</p></li></ol><h2>Roadblock 2: Pessimism blinds the team to the products&#8217; strengths</h2><p>Some companies suffer from overly pessimistic product thinking&#8212;where teams convince themselves their product is an undifferentiated loser despite clear evidence that they&#8217;re winning in parts of the market. This can happen when teams are overly focused on closing perceived gaps with competitors or when product teams and sales teams don&#8217;t communicate well or often. The pessimism pattern is dangerous because it blinds teams to their competitive strengths and prevents the company from positioning around them. Also, this mindset tends to be contagious, spreading to marketing and sales teams, who may lose confidence in the product&#8217;s ability to deliver differentiated value. It&#8217;s hard to convince prospects to invest in a product that sellers don&#8217;t believe in.</p><p>The pessimism manifests in four key ways:</p><ol><li><p><strong>Defining ideal customers so broadly that every lost deal seems like a product failure: </strong>I have worked with companies where product teams become over-exposed to bad deals and under-exposed to good ones. PMs get pulled in to try to save lost-cause deals, even when the prospect was a poor fit for the product in the first place. Meanwhile, deals with good-fit prospects are easily closed without any PM involvement. The result is that the product team begins to develop a skewed idea of what a good-fit prospect typically looks like.</p></li><li><p><strong>Maintaining long hypothetical competitor lists</strong>:<strong> </strong>It&#8217;s hard to differentiate your product from an overly long list of competitors, particularly when we know little about many of them because we have never had to compete against them in a deal. For roadmap work, it makes sense to track future potential competitors. For positioning work, we have to stay oriented in the reality of the market&#8212;and be prepared to shift if and when a competitor begins to truly cause us pain.</p></li><li><p><strong>Dismissing sales team insights about why customers buy:</strong> Sometimes this type of pessimism persists even in the face of proof that the product is doing well. In one workshop, a sales team listed a set of large accounts they had won because the product was superior in a particular way. The product team insisted that those prospects had failed to evaluate the other alternative properly. In another, despite the company generating hundreds of millions in revenue with solid growth, the product leader insisted that the sales team was winning through trickery and lies. I have seen salespeople who went too far in stretching the truth, but never one who was very successful with that strategy.</p></li><li><p><strong>Viewing the role of product management as &#8220;problem identification&#8221; rather than architecting true differentiated value: </strong>Some companies get trapped in a cycle of competitive catch-up, to the point where the team becomes very adept at pointing out product problems and less attuned to where the product is leading. Often, there is a big, boring, long-standing differentiator hiding in plain sight. The product team takes it for granted (&#8220;Oh, we have <em>always</em> done that!&#8221;) while sales are selling the heck out of it.</p></li></ol><p>Each symptom reinforces the others, creating a toxic cycle that undermines the company&#8217;s ability to articulate and amplify its genuine competitive advantages.</p><h3>The solution: Keep coming back to what&#8217;s working</h3><p>To break the pattern for positioning work, expose the product team to what sales understands about what&#8217;s working in the majority of deals, and work through a positioning exercise to help both teams understand each other.</p><p>We can get past this roadblock by:</p><ol><li><p><strong>Focusing the whole team on strengths and the near-term competitive advantage:</strong> A positioning process is really about finding the heart of why we win. To get there, we need to understand the product&#8217;s strengths and competitive advantages. We understand the product isn&#8217;t perfect and that we have competitive gaps. But we need to win business now, and we need positioning that tells a clear, compelling story about the product we have today (with the full understanding that that positioning will change and hopefully improve over time). Positioning is not a product strategy, nor does it set the product&#8217;s future direction. A discussion of the ways the product falls short does not lead to strong, differentiated positioning.</p></li><li><p><strong>Including experienced sales voices in the room:</strong> Nobody understands how a customer behaves across a sales process better than your sales team does. For positioning work, we need to rely on that experience to understand who our true competitors are, what our true differentiators are, and which types of buyers care most about those differentiators. If the company&#8217;s CRO and VP of Sales do not have much experience with early-stage deals, it helps to have an experienced account executive in the room, and having two is generally better than just one, giving us a view across a broader set of deals.</p></li><li><p><strong>Preparing the moderator to challenge participants</strong>: If you do a group positioning exercise, choose your moderator carefully. An experienced moderator can help the team stay grounded in reality and should be prepared to challenge participants if they become overly pessimistic. The moderator should remind the team that every day, customers spend months evaluating their options and then selecting the product. These customers can&#8217;t all be careless, gullible shoppers. Similarly, if a participant claims that many deals are won for a particular reason, they should be prompted to provide evidence and details. The team needs to agree on a position to work together and make it stick after the exercise.</p></li></ol><p>It&#8217;s not unusual for teams to get together to discuss product problems and gaps. However, a positioning exercise should focus on where the product outperforms the competition. Getting the team oriented around the differentiated strengths of the product is critical for great positioning.</p><h2>Roadblock 3: The differentiated value is poorly defined</h2><p>As vendors (and particularly product folks), it&#8217;s easy to focus on features and assume buyers will easily understand why those features matter. In my experience, a product&#8217;s most differentiated capabilities are often the most difficult for prospects to understand, precisely because they are uncommon. If we really want to answer the question &#8220;Why pick us over the alternatives?&#8221; We have to clearly articulate the value our product can deliver that other alternatives cannot. This step in the process is the one I see teams struggle with the most.</p><p>There are four ways I see teams get stuck around differentiated value:</p><ol><li><p><strong>Assuming prospects understand why a feature is important</strong>: Today, a smartphone vendor can simply advertise that their phone has a 50-megapixel camera, and the audience knows what that means. However, 20 years ago, when few people had experience with digital cameras, you would have had to explain what a megapixel was, why anyone should care, and why 50 is better than 20. The more unique a feature is, the less likely a potential customer is to understand why it is important.</p></li></ol><ol start="2"><li><p><strong>Stopping short of capturing value the prospect actually understands:</strong> I once worked for a database company with patented technology that enabled us to execute a specific type of query 1,000 times as fast as our competitors. We assumed anyone buying a database would find query speed valuable. Interestingly, many companies did not care. They were running the query for a monthly or quarterly report, so getting the answer in a day or two was perfectly fine. Our best-fit accounts, however, were running those types of queries to respond to a customer question. The real value lay in responding to customers more quickly, not executing the query faster. Recently, many of the teams I&#8217;ve worked with have a value point around efficiency. But their buyers may be much more focused on driving revenue&#8212;and can&#8217;t connect the dots between efficiency and revenue themselves.</p></li><li><p><strong>Going too far and losing the differentiation completely:</strong> In B2B, we really only have two &#8220;pure&#8221; points of value. We are helping businesses make money or save money. (Insurance folks would add reducing risk, but that one is a special case!) Unlike consumer products, a successful B2B software project isn&#8217;t going to get you a date or make you look rich. We are increasing revenue or decreasing costs, and that&#8217;s it. If you abstract the value of your product all the way down to &#8220;This product saves you money,&#8221; you will sound exactly like every other product you compete with.</p></li><li><p><strong>Overwhelming customers by attempting to communicate too many differentiated value themes</strong>: Differentiated value should succinctly answer the question &#8220;Why pick us over the alternatives?&#8221; If we give prospects a list of 10 reasons why, they aren&#8217;t likely to connect with a clear story or remember more than a couple of them (if we&#8217;re lucky).</p></li><li><p><strong>Confusing differentiated value with sales objection handling</strong>: If there are people on the team who have never worked in sales, they might not understand what a sales objection is or how it differs from value. Value is a reason to buy. An objection is a reason a prospect might not buy, even if the value is something they really want. Often, objections come from constituents who are not the deal champion but can kill a deal if they have specific problems with the product. For example, I worked with a company whose product was very easy for the IT team to manage, which gave them an advantage over many competitors and the status quo. However, the purchase decision was driven by a business buyer who didn&#8217;t see any value in ease of management. In this case, ease of management was only used to handle the potential objection of the IT department <em>after</em> the business champion had selected the product.</p></li></ol><h3>The solution: Home in on the &#8220;so what?&#8221;</h3>
      <p>
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   ]]></content:encoded></item><item><title><![CDATA[A guide to advanced B2B positioning]]></title><description><![CDATA[10 years, 300 companies, 4 non-obvious lessons on getting past the trickiest roadblocks]]></description><link>https://www.lennysnewsletter.com/p/a-guide-to-advanced-b2b-positioning-e49</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/a-guide-to-advanced-b2b-positioning-e49</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Tue, 10 Mar 2026 09:00:40 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/190473195/635e04af3c39b73e405195a464644da0.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!-un7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!-un7!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 424w, https://substackcdn.com/image/fetch/$s_!-un7!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 848w, https://substackcdn.com/image/fetch/$s_!-un7!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 1272w, https://substackcdn.com/image/fetch/$s_!-un7!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!-un7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png" width="1456" height="1456" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1456,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:970278,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/190473195?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!-un7!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 424w, https://substackcdn.com/image/fetch/$s_!-un7!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 848w, https://substackcdn.com/image/fetch/$s_!-un7!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 1272w, https://substackcdn.com/image/fetch/$s_!-un7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F46ee1b7a-be53-45bc-bd74-a548414a8b44_3016x3016.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="pullquote"><p><em><strong>If you&#8217;re a premium subscriber</strong></em></p><p><em>Add the private feed to your podcast app at <a href="https://add.lennysreads.com/">add.lennysreads.com</a></em></p></div><p>It&#8217;s never been easier to launch products, which means the biggest challenge product teams are facing is quickly becoming distribution. April Dunford, the world&#8217;s leading expert on B2B positioning and author of <em>Obviously Awesome, </em>has spent 10 years working with more than 300 companies to help them stand out. In this episode, she goes beyond the basics to share tactics for overcoming four of the trickiest positioning roadblocks teams face.</p><div class="pullquote"><p><em><strong>Listen now: <a href="https://www.youtube.com/@lennysreads">YouTube</a> | <a href="https://podcasts.apple.com/us/podcast/lennys-reads/id1810314693">Apple</a> | <a href="https://open.spotify.com/show/0IIunA06qMtrcQLfypTooj">Spotify</a></strong></em></p></div><p>In this episode, you&#8217;ll learn:</p><ul><li><p>The four roadblocks every team faces when making positioning decisions</p></li><li><p>Why cross-functional teams almost always disagree on who they compete with</p></li><li><p>How to break the cycle of product pessimism</p></li><li><p>Why the &#8220;So what?&#8221; test is critical for defining your differentiated value</p></li><li><p>How to use your GTM strategy to drive positioning decisions</p></li></ul><p></p><p><strong>References:</strong></p><ul><li><p>April Dunford: <a href="https://www.linkedin.com/in/aprildunford/">https://www.linkedin.com/in/aprildunford/</a></p></li><li><p>April Dunf&#8230;</p></li></ul>
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   ]]></content:encoded></item><item><title><![CDATA[🎙️ This week on How I AI: Mastering Midjourney: How to create consistent, beautiful brand imagery without complex prompts]]></title><description><![CDATA[Your weekly listens from How I AI, part of the Lenny's Podcast Network]]></description><link>https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-mastering-midjourney</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-mastering-midjourney</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Mon, 09 Mar 2026 15:03:09 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/27b72e2a-087b-4727-a4d3-9471e149044e_2048x2048.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!gWeJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!gWeJ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 424w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 848w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1272w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png" width="1456" height="344" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:344,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:76503,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/177292431?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!gWeJ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 424w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 848w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1272w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p><em>Every Monday, host Claire Vo shares a 30- to 45-minute episode with a new guest demoing a practical, impactful way they&#8217;ve learned to use AI in their work or life. No pontificating&#8212;just specific and actionable advice.</em> </p><h3>Mastering Midjourney: How to create consistent, beautiful brand imagery without complex prompts</h3><div id="youtube2-2RD3FP5iWJY" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;2RD3FP5iWJY&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/2RD3FP5iWJY?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!cTqy!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!cTqy!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!cTqy!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!cTqy!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!cTqy!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!cTqy!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png" width="1456" height="104" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:104,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:20569,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189940098?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!cTqy!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!cTqy!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!cTqy!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!cTqy!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1873322-e3d3-4320-bc8d-f8b16003e7c5_1600x114.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong>Brought to you by:</strong></p><ul><li><p><strong><a href="https://www.vanta.com/howiai">Vanta</a></strong>&#8212;Automate compliance and simplify security</p></li><li><p><strong><a href="https://lovable.dev/">Lovable</a></strong>&#8212;Build apps by simply chatting with AI</p></li></ul></blockquote><p><strong>Jamey Gannon</strong> is an AI creative director who has spent thousands of hours working inside Midjourney. In this episode, she walks through the system she uses to generate consistent, high-quality brand imagery using mood boards, style references, and personalization codes. She and Claire cover her full workflow for turning loose inspiration into a scalable visual system, how to avoid the biggest mistakes people make with AI image tools, and why a single image reference can often outperform a paragraph of prompting.</p><h4>Detailed workflow walkthroughs from this episode:</h4><ul><li><p>How I AI: Jamey Gannon&#8217;s Workflow for Consistent Brand Imagery in Midjourney: <a href="https://www.chatprd.ai/how-i-ai/consistent-brand-imagery-in-midjourney">https://www.chatprd.ai/how-i-ai/consistent-brand-imagery-in-midjourney</a></p></li><li><p>How to Generate Realistic AI Self-Portraits for Content: <a href="https://www.chatprd.ai/how-i-ai/workflows/how-to-generate-realistic-ai-self-portraits-for-content">https://www.chatprd.ai/how-i-ai/workflows/how-to-generate-realistic-ai-self-portraits-for-content</a></p></li><li><p>How to Fix and Refine AI-Generated Images: <a href="https://www.chatprd.ai/how-i-ai/workflows/how-to-fix-and-refine-ai-generated-images">https://www.chatprd.ai/how-i-ai/workflows/how-to-fix-and-refine-ai-generated-images</a></p></li><li><p>How to Create a Consistent Brand Aesthetic in Midjourney: <a href="https://www.chatprd.ai/how-i-ai/workflows/how-to-create-a-consistent-brand-aesthetic-in-midjourney">https://www.chatprd.ai/how-i-ai/workflows/how-to-create-a-consistent-brand-aesthetic-in-midjourney</a></p></li></ul><h4>Biggest takeaways:</h4><ol><li><p><strong>Avoid prompting.</strong> Jamey&#8217;s entire workflow is designed to minimize text prompting: &#8220;I try to avoid prompting at all costs in my process.&#8221; Instead of writing complex JSON prompts or detailed descriptions, she relies on style references, image references, and personalization codes to communicate visually with AI.</p></li><li><p><strong>Style references (SREFs) often outperform mood boards.</strong> While mood boards are a good starting point, using SREFs as the mood board can give much better results. This is because mood boards with varied styles can cause Midjourney to &#8220;average things out,&#8221; while SREFs provide more direct style guidance.</p></li><li><p><strong>Personalization codes create your unique aesthetic.</strong> By carefully rating images during the personalization process, you can create codes that consistently deliver your preferred style. Jamey recommends &#8220;only picking things that I would like if I generated it&#8221; and being mindful of potential &#8220;style bleeding&#8221; from consistently selecting certain elements.</p></li><li><p><strong>Editorial and camera references are prompting shortcuts.</strong> Instead of describing complex aesthetics, simply reference known publications or camera models: &#8220;When you just say &#8216;<em>Dazed</em> editorial,&#8217; depending on how famous the publication is, Midjourney&#8217;s gonna know what you&#8217;re talking about.&#8221; This communicates lighting, composition, and style instantly.</p></li><li><p><strong>When something&#8217;s not working, remove it completely.</strong> Rather than trying to fix problematic elements through prompting, Jamey takes a more direct approach: &#8220;If you&#8217;re getting too much green, just boot the thing that is so obvious and overwhelming.&#8221; This might mean removing an image from your references or cropping out distracting elements.</p></li><li><p><strong>Use AI routing to get the best from each model.</strong> Jamey uses different tools for different purposes: Midjourney for initial creation, Nano Banana for editing specific elements, and Flora for packaging and delivering brand imagery to clients. Each tool has strengths that complement the others.</p></li><li><p><strong>See things from the AI&#8217;s perspective.</strong> When troubleshooting, try to understand what the AI is &#8220;seeing&#8221; in your references: &#8220;I think where a lot of people get tripped up is trying to make AI work the way you want it to work instead of actually understanding how it works.&#8221; This perspective shift often leads to better results.</p></li></ol><p>&#9654;&#65039; Listen now on <strong><a href="https://youtu.be/2RD3FP5iWJY">YouTube</a> | <a href="https://open.spotify.com/episode/7hWqP8dkEn2gVWdRyjAzNY">Spotify</a> | <a href="https://podcasts.apple.com/us/podcast/mastering-midjourney-how-to-create-consistent-beautiful/id1809663079?i=1000753993130">Apple Podcasts</a></strong></p><div><hr></div><p>If you&#8217;re enjoying these episodes, reply and let me know what you&#8217;d love to learn more about: AI workflows, hiring, growth, product strategy&#8212;anything.</p><p>Catch you next week,<br>Lenny</p><p><em>P.S. Want every new episode delivered the moment it drops? Hit &#8220;Follow&#8221; on your favorite podcast app.</em></p>]]></content:encoded></item><item><title><![CDATA[Mastering Midjourney: How to create consistent, beautiful brand imagery without complex prompts]]></title><description><![CDATA[Listen now | &#127897;&#65039; Learn how an AI creative director builds consistent brand aesthetics using style references, personalization codes, and strategic iteration&#8212;without complex prompting]]></description><link>https://www.lennysnewsletter.com/p/mastering-midjourney-how-to-create</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/mastering-midjourney-how-to-create</guid><dc:creator><![CDATA[Claire Vo]]></dc:creator><pubDate>Mon, 09 Mar 2026 12:03:55 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189786906/cc75678899be20c38e92ac855d256a29.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div id="youtube2-2RD3FP5iWJY" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;2RD3FP5iWJY&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/2RD3FP5iWJY?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><p><strong>Jamey Gannon</strong> is an AI creative director who specializes in creating consistent, beautiful brand imagery using AI tools. In this episode, Jamey demonstrates her streamlined workflow for generating cohesive brand assets using Midjourney, Nano Banana, and other AI image tools. She walks through her process of creating mood boards, using style references, developing personalization codes, and strategically iterating to achieve a consistent aesthetic. Rather than relying on complex prompts, Jamey shows how visual references and strategic shortcuts can produce better results with less effort.</p><div class="pullquote"><p><strong>Listen or watch on <a href="https://youtu.be/2RD3FP5iWJY">YouTube</a>, <a href="https://open.spotify.com/episode/7hWqP8dkEn2gVWdRyjAzNY">Spotify</a>, or <a href="https://podcasts.apple.com/us/podcast/mastering-midjourney-how-to-create-consistent-beautiful/id1809663079?i=1000753993130">Apple Podcasts</a></strong></p></div><h3>What you&#8217;ll learn:</h3><ol><li><p>How to create effective mood boards that communicate your desired aesthetic to AI image generation tools</p></li><li><p>Why style references (SREFs) often produce more consistent results than general mood boards in Midjourney</p></li><li><p>A systematic approach to testing and refining your visual style</p></li><li><p>How to use personalization codes in Midjourney to develop your own unique aesthetic preferences</p></li><li><p>Techniques for combining image references, style references, and minimal prompting to achieve consistent brand imagery</p></li><li><p>A workflow for using Nano Banana to fix specific elements in Midjourney-generated images without extensive editing</p></li><li><p>How to package and deliver your brand imagery system to clients so they can continue generating consistent assets</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TfrD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TfrD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!TfrD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!TfrD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!TfrD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TfrD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png" width="1456" height="104" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:104,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:20569,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189786906?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!TfrD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!TfrD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!TfrD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!TfrD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9a02150d-f10d-473b-bf48-9ec088889187_1600x114.png 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p><strong><a href="https://www.vanta.com/howiai">Vanta</a></strong>&#8212;Automate compliance and simplify security</p><p><strong><a href="https://lovable.dev/">Lovable</a></strong>&#8212;Build apps by simply chatting with AI</p><p></p><h3>In this episode, we cover:</h3><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY">00:00</a>) Introduction to Jamey Gannon</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=151s">02:31</a>) Creating mood boards as the foundation for AI image generation</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=525s">08:45</a>) Using SREFs for better consistency</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=675s">11:15</a>) Test prompts for evaluating style consistency</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=753s">12:33</a>) The iterative process of creating and refining images</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=1468s">24:28</a>) Combining techniques for consistent brand imagery</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=1705s">28:25</a>) Scaling out your aesthetic across different subjects</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=2148s">35:48</a>) Using Nano Banana for targeted image refinements</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=2303s">38:23</a>) Creating realistic AI self-portraits for content</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=2584s">43:04</a>) Building a visual reference library for inspiration</p><p>(<a href="https://www.youtube.com/watch?v=2RD3FP5iWJY&amp;t=2810s">46:50</a>) Troubleshooting techniques when AI isn&#8217;t cooperating</p><p></p><h3>Tools referenced:</h3><p>&#8226; Midjourney: <a href="https://www.midjourney.com/">https://www.midjourney.com/</a></p><p>&#8226; Nano Banana: <a href="https://gemini.google/overview/image-generation/">https://gemini.google/overview/image-generation/</a></p><p>&#8226; Flora: <a href="https://flora.ai/">https://flora.ai/</a></p><p>&#8226; Pinterest: <a href="https://www.pinterest.com/">https://www.pinterest.com/</a></p><p>&#8226; Cosmos: <a href="https://www.cosmos.so/">https://www.cosmos.so/</a></p><p></p><h3>Other reference:</h3><p>&#8226; Style references (SREFs) in Midjourney: <a href="https://docs.midjourney.com/hc/en-us/articles/32180011136653-Style-Reference">https://docs.midjourney.com/hc/en-us/articles/32180011136653-Style-Reference</a></p><p></p><h3>Where to find Jamey Gannon<strong>:</strong></h3><p>Website: <a href="https://www.brand-sprints.com/links">https://www.brand-sprints.com/links</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/jameygannon/">https://www.linkedin.com/in/jameygannon/</a></p><p>X: <a href="https://x.com/jameygannon">https://x.com/jameygannon</a></p><p>Instagram: <a href="https://www.instagram.com/jameygannon">https://www.instagram.com/jameygannon</a></p><p>Maven Course (get 10% off with this link): <a href="https://bit.ly/4b18RfM">https://bit.ly/4b18RfM</a></p><p></p><h3>Where to find Claire Vo:</h3><p>ChatPRD: <a href="https://www.chatprd.ai/">https://www.chatprd.ai/</a></p><p>Website: <a href="https://clairevo.com/">https://clairevo.com/</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/clairevo/">https://www.linkedin.com/in/clairevo/</a></p><p>X: <a href="https://x.com/clairevo">https://x.com/clairevo</a></p><p></p><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email jordan@penname.co.</p>]]></content:encoded></item><item><title><![CDATA[The most successful AI company you’ve never heard of | Qasar Younis]]></title><description><![CDATA[Listen now | Qasar Younis on why staying under-the-radar helped him build a $15 billion company, why emotions are a filter that distorts decision-making, and why the real AI revolution is happening in the physical]]></description><link>https://www.lennysnewsletter.com/p/the-most-successful-ai-company-youve-never-heard-of</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/the-most-successful-ai-company-youve-never-heard-of</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Sun, 08 Mar 2026 12:31:38 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189615019/e413d2c4aa12df594b3cc3a34a7ae86d.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://youtu.be/_rcniEb9bLw" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!3rW2!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F686f170f-2dfa-498a-ab27-aee1a7bb1540_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!3rW2!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F686f170f-2dfa-498a-ab27-aee1a7bb1540_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!3rW2!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F686f170f-2dfa-498a-ab27-aee1a7bb1540_1920x1080.png 1272w, 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong>Qasar Younis</strong> is the co-founder and CEO of Applied Intuition, a $15 billion AI company that adds intelligence to cars, tractors, planes, submarines, and other vehicles&#8212;essentially, Tesla or Waymo without the hardware. He was previously COO of Y Combinator, started his career as an engineer at GM and Bosch, and was born on a farm in Pakistan.</p><div class="pullquote"><p><strong>Listen on <a href="https://youtu.be/_rcniEb9bLw">YouTube</a>, <a href="https://open.spotify.com/episode/0ruAnX2TP3ML3lEqtnOtB3">Spotify</a>, and <a href="https://podcasts.apple.com/us/podcast/the-most-successful-ai-company-youve-never-heard/id1627920305?i=1000753869845">Apple Podcasts</a></strong></p></div><h3>We discuss:</h3><ol><li><p>Why the biggest AI revolution will play out in mining, farming, construction, and trucking over the next 5 to 10 years, not in software</p></li><li><p>Why Qasar intentionally stayed under the radar for nearly a decade while building Applied Intuition, and why most founders shouldn&#8217;t do that</p></li><li><p>The truth about China&#8217;s AI capabilities and why comparisons to American companies are fundamentally flawed</p></li><li><p>The company values that drive Applied Intuition: speed above everything, laugh a lot, half the work is follow-up, never disappoint the customer</p></li><li><p>The biggest lessons from Qasar&#8217;s stint as YC&#8217;s COO, including that the most successful companies show traction very early</p></li><li><p>How reading old books is the best way to build taste</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!4RjT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!4RjT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!4RjT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!4RjT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!4RjT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!4RjT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png" width="1456" height="120" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:120,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:85095,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189615019?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!4RjT!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!4RjT!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!4RjT!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!4RjT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa2d74de5-2231-4477-9eb0-09e80555f014_3444x285.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong><a href="https://omni.co/lenny">Omni</a></strong>&#8212;AI analytics your customers can trust</p><p><strong><a href="https://vanta.com/lenny">Vanta</a></strong>&#8212;Automate compliance. Simplify security.</p><p><strong><a href="https://lovable.dev/">Lovable</a></strong>&#8212;Build apps by simply chatting with AI</p></blockquote><p></p><h3>Where to find Qasar Younis:</h3><p>&#8226; X: <a href="https://x.com/qasar">https://x.com/qasar</a></p><p>&#8226; LinkedIn: <a href="https://www.linkedin.com/in/qasar">https://www.linkedin.com/in/qasar</a></p><p>&#8226; Website: <a href="https://qy.co">https://qy.co</a></p><p>&#8226; Reading list: <a href="https://qy.co/books">https://qy.co/books</a></p><p></p><h3>Referenced:</h3><p>&#8226; Applied Intuition: <a href="https://www.appliedintuition.com">https://www.appliedintuition.com</a></p><p>&#8226; Marc Andreessen: The real AI boom hasn&#8217;t even started yet: <a href="https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom">https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom</a></p><p>&#8226; Elad Gil&#8217;s website: <a href="https://eladgil.com">https://eladgil.com</a></p><p>&#8226; Bosch: <a href="https://www.bosch.com">https://www.bosch.com</a></p><p>&#8226; Berkshire Hathaway: <a href="https://www.berkshirehathaway.com">https://www.berkshirehathaway.com</a></p><p>&#8226; Naval Ravikant on X: <a href="https://x.com/naval">https://x.com/naval</a></p><p>&#8226; Y Combinator: <a href="https://www.ycombinator.com">https://www.ycombinator.com</a></p><p>&#8226; Waymo: <a href="https://waymo.com/">https://waymo.com/</a></p><p>&#8226; Tesla: <a href="https://www.tesla.com">https://www.tesla.com</a></p><p>&#8226; DeepSeek: <a href="https://www.deepseek.com">https://www.deepseek.com</a></p><p>&#8226; Rivian: <a href="https://rivian.com">https://rivian.com</a></p><p>&#8226; Crate &amp; Barrel: <a href="https://www.crateandbarrel.com">https://www.crateandbarrel.com</a></p><p>&#8226; OpenClaw: <a href="https://openclaw.ai">https://openclaw.ai</a></p><p>&#8226; Sam Altman on X: <a href="https://x.com/sama">https://x.com/sama</a></p><p>&#8226; Peter Ludwig on LinkedIn: <a href="https://www.linkedin.com/in/peterwludwig">https://www.linkedin.com/in/peterwludwig</a></p><p>&#8226; What Steve Jobs really meant when he said &#8216;Good artists copy; great artists steal&#8217;: <a href="https://www.cnet.com/tech/tech-industry/what-steve-jobs-really-meant-when-he-said-good-artists-copy-great-artists-steal">https://www.cnet.com/tech/tech-industry/what-steve-jobs-really-meant-when-he-said-good-artists-copy-great-artists-steal</a></p><p>&#8226; 7 quotes on the power of reading from Charlie Munger: <a href="https://www.neil.blog/articles/7-quotes-power-reading-charlie-munger">https://www.neil.blog/articles/7-quotes-power-reading-charlie-munger</a></p><p>&#8226; Andreessen Horowitz: <a href="https://a16z.com">https://a16z.com</a></p><p>&#8226; John Doerr on LinkedIn: <a href="https://www.linkedin.com/in/john-doerr-03248211">https://www.linkedin.com/in/john-doerr-03248211</a></p><p>&#8226; Gandhi&#8217;s quote: <a href="https://www.azquotes.com/author/5308-Mahatma_Gandhi/tag/truth#google_vignette">https://www.azquotes.com/author/5308-Mahatma_Gandhi/tag/truth#google_vignette</a></p><p>&#8226; Steve Ballmer on X: <a href="https://x.com/Steven_Ballmer">https://x.com/Steven_Ballmer</a></p><p>&#8226; General Motors: <a href="https://www.gm.com">https://www.gm.com</a></p><p></p><h3>Recommended books:</h3><p>&#8226; <em>House of Huawei: The Secret History of China&#8217;s Most Powerful Company</em>: <a href="https://www.amazon.com/House-Huawei-History-Powerful-Company/dp/0593544633">https://www.amazon.com/House-Huawei-History-Powerful-Company/dp/0593544633</a></p><p>&#8226; <em>Maintenance: Of Everything, Part One</em>: <a href="https://press.stripe.com/maintenance-part-one">https://press.stripe.com/maintenance-part-one</a></p><p>&#8226; <em>The Autobiography of Malcolm X: As Told to Alex Haley</em>: <a href="https://www.amazon.com/Autobiography-Malcolm-Told-Alex-Haley/dp/0345350685">https://www.amazon.com/Autobiography-Malcolm-Told-Alex-Haley/dp/0345350685</a></p><p>&#8226; <em>High Output Management</em>: <a href="https://www.amazon.com/High-Output-Management-Andrew-Grove/dp/0679762884">https://www.amazon.com/High-Output-Management-Andrew-Grove/dp/0679762884</a></p><p>&#8226; <em>The Emperor of All Maladies: A Biography of Cancer</em>: <a href="https://www.amazon.com/Emperor-All-Maladies-Biography-Cancer/dp/1439170916">https://www.amazon.com/Emperor-All-Maladies-Biography-Cancer/dp/1439170916</a></p><p>&#8226; <em>Made in America</em>: <a href="https://www.amazon.com/Sam-Walton-Made-America/dp/0553562835">https://www.amazon.com/Sam-Walton-Made-America/dp/0553562835</a></p><p>&#8226; <em>My American Journey</em>: <a href="https://www.amazon.com/American-Journey-Autobiography-Colin-Powell/dp/0679432965">https://www.amazon.com/American-Journey-Autobiography-Colin-Powell/dp/0679432965</a></p><p>&#8226; <em>Guns, Germs, and Steel: The Fates of Human Societies</em>: <a href="https://www.amazon.com/Guns-Germs-Steel-Fates-Societies/dp/0393317552">https://www.amazon.com/Guns-Germs-Steel-Fates-Societies/dp/0393317552</a></p><p>&#8226; <em>Collapse: How Societies Choose to Fail or Succeed</em>: <a href="https://www.amazon.com/Collapse-Societies-Choose-Succeed-Revised/dp/0143117009">https://www.amazon.com/Collapse-Societies-Choose-Succeed-Revised/dp/0143117009</a></p><p>&#8226; <em>SPQR: A History of Ancient Rome</em>: <a href="https://www.amazon.com/SPQR-History-Ancient-Mary-Beard/dp/0871404230">https://www.amazon.com/SPQR-History-Ancient-Mary-Beard/dp/0871404230</a></p><p>&#8226; <em>A World Appears: A Journey into Consciousness</em>: <a href="https://www.amazon.com/World-Appears-Journey-into-Consciousness/dp/198488199X">https://www.amazon.com/World-Appears-Journey-into-Consciousness/dp/198488199X</a></p><div><hr></div><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email <a href="mailto:podcast@lennyrachitsky.com">podcast@lennyrachitsky.com</a>.</p><p><em>Lenny may be an investor in the companies discussed.</em></p><div><hr></div><h2>My biggest takeaways from this conversation:</h2>
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   ]]></content:encoded></item><item><title><![CDATA[🧠 Community Wisdom: Business books that haven’t aged well, vibe coding with your Figma design systems, Claude Code vs. other coding tools and more]]></title><description><![CDATA[Community Wisdom 176]]></description><link>https://www.lennysnewsletter.com/p/community-wisdom-business-books-that</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/community-wisdom-business-books-that</guid><dc:creator><![CDATA[Kiyani]]></dc:creator><pubDate>Sat, 07 Mar 2026 16:44:42 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!KxHU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>&#128075; Hello and welcome to this week&#8217;s edition of &#10024; <strong>Community Wisdom</strong> &#10024; a subscriber-only email, delivered every Saturday, highlighting the most helpful conversations in <a href="https://forms.gle/syq81QDwqbvL3Yn58">our members-only Slack community</a>.</em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!KxHU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!KxHU!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png 424w, 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      </p>
   ]]></content:encoded></item><item><title><![CDATA[How to debug a team that isn’t working: the Waterline Model]]></title><description><![CDATA[A guide to solving team problems (without always blaming the people)]]></description><link>https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working</guid><dc:creator><![CDATA[Molly Graham]]></dc:creator><pubDate>Tue, 03 Mar 2026 13:45:17 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!z9Ie!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>&#128075;  Hey there, I&#8217;m Lenny. Each week, I answer reader questions about building product, driving growth, and accelerating your career. For more: <a href="https://www.lennysnewsletter.com/podcast">Lenny&#8217;s Podcast</a> | <a href="https://www.lennybot.com/">Lennybot</a> | <a href="https://www.youtube.com/@howiaipodcast">How I AI</a> |  My favorite <a href="https://maven.com/lenny">AI/PM courses</a>, <a href="https://ultraspeaking.com/lennyslist?via=lenny">public speaking course</a>, and <a href="https://www.benerez.com/copilot/lenny">interview prep copilot</a></em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.lennysnewsletter.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://www.lennysnewsletter.com/subscribe?"><span>Subscribe now</span></a></p><p><em>P.S. Get a free full year of Lovable, Manus, Replit, Gamma, n8n, Canva, ElevenLabs, Amp, Factory, Devin, Bolt, Wispr Flow, Linear, PostHog, Framer, Railway, Granola, Warp, Perplexity, Magic Patterns, Mobbin, ChatPRD, and Stripe Atlas <a href="https://www.lennysnewsletter.com/subscribe?plan=founding">by becoming an Insider subscriber</a>. Yes, this is for real.</em></p><div><hr></div><p><a href="https://www.linkedin.com/in/mograham/">Molly Graham</a> is the epitome of the type of person I love to collaborate with. She spent decades working closely with some of the most successful leaders in tech, including Mark Zuckerberg, Sheryl Sandberg, Chamath Palihapitiya, and Bret Taylor, and more recently (through her <a href="https://glueclub.com/">Glue Club</a> community), she&#8217;s guided hundreds of leaders through the chaotic, lonely, and overwhelming journey inside early-stage and fast-growing companies. Drawing from these experiences, she is able to find patterns in what works and doesn&#8217;t and, more than anyone else I&#8217;ve met, is able to translate these lessons into powerful and memorable metaphors.</p><p>In her piece below, which I suspect will become as iconic as &#8220;<a href="https://review.firstround.com/give-away-your-legos-and-other-commandments-for-scaling-startups/">Give Away Your Legos</a>,&#8221; she builds on <a href="https://www.youtube.com/watch?v=twzLDx9iers">our recent podcast conversation</a> to unpack a management framework that will change how you tackle team challenges: the Waterline Model.</p><p>Let&#8217;s get into it.</p><p><em>For more from Molly, check out her <a href="https://mollyg.substack.com/">Substack</a> and <a href="https://www.linkedin.com/in/mograham/">LinkedIn</a>, and her <a href="https://glueclub.com/">Glue Club</a> community. You can listen to this post in convenient podcast form: <a href="https://open.spotify.com/show/0IIunA06qMtrcQLfypTooj">Spotify</a> / <a href="https://podcasts.apple.com/us/podcast/lennys-reads/id1810314693">Apple</a> / <a href="https://www.youtube.com/@lennysreads">YouTube</a>.</em></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!z9Ie!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!z9Ie!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!z9Ie!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!z9Ie!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!z9Ie!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!z9Ie!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/dd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:95565,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/187984548?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!z9Ie!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!z9Ie!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!z9Ie!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!z9Ie!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdd7a56c2-5569-4009-b5f1-9236f147451c_1456x970.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>There&#8217;s a moment most leaders recognize. You&#8217;ve set a clear goal (or so you think), your team&#8217;s bought in (or so they say), yet timelines keep slipping, execution is messy, and you&#8217;re having the same conversations over and over. When that happens, it&#8217;s tempting to jump straight to people-based explanations: &#8220;This team just doesn&#8217;t work well together.&#8221; &#8220;That person isn&#8217;t strong enough.&#8221; &#8220;We need better execution.&#8221;</p><p>Sometimes that&#8217;s true. But after two decades of working inside companies like Google, Facebook, and the Chan Zuckerberg Initiative, and supporting leaders at companies like Stripe, Anthropic, OpenAI, Microsoft, and Gamma, I&#8217;ve come to believe that <strong>blaming people for problems that are actually structural is one of the biggest leadership traps there is</strong>.</p><p>I&#8217;ve learned to slow down in these moments and use a simple diagnostic tool I picked up early in my career: <strong>the Waterline Model</strong>.</p><p>I first learned how to use this tool when I was leading 75-day wilderness expeditions in Patagonia and Alaska for the <a href="https://www.nols.edu/">National Outdoor Leadership School</a> at age 22. Out there, when a team isn&#8217;t working, things fall apart fast. People get cold, hungry, tired, scared. There&#8217;s no hiding behind process or politeness, and there&#8217;s definitely no time for vague diagnoses like &#8220;the vibe is off.&#8221; You have to identify the source of what&#8217;s disrupting the team&#8212;not just the symptoms&#8212;and fix it quickly.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!0q2P!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!0q2P!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 424w, https://substackcdn.com/image/fetch/$s_!0q2P!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 848w, https://substackcdn.com/image/fetch/$s_!0q2P!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!0q2P!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!0q2P!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg" width="604" height="453" 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https://substackcdn.com/image/fetch/$s_!0q2P!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 848w, https://substackcdn.com/image/fetch/$s_!0q2P!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!0q2P!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F786d7fa6-4e7f-41db-8726-f4b0059dc2f8_604x453.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!N16Z!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f6bcb36-7af6-410b-85e9-fb6759987290_604x453.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!N16Z!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f6bcb36-7af6-410b-85e9-fb6759987290_604x453.jpeg 424w, https://substackcdn.com/image/fetch/$s_!N16Z!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f6bcb36-7af6-410b-85e9-fb6759987290_604x453.jpeg 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https://substackcdn.com/image/fetch/$s_!N16Z!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f6bcb36-7af6-410b-85e9-fb6759987290_604x453.jpeg 848w, https://substackcdn.com/image/fetch/$s_!N16Z!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f6bcb36-7af6-410b-85e9-fb6759987290_604x453.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!N16Z!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8f6bcb36-7af6-410b-85e9-fb6759987290_604x453.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>We learned the Waterline Model<a class="footnote-anchor" data-component-name="FootnoteAnchorToDOM" id="footnote-anchor-1" href="#footnote-1" target="_self">1</a> as instructors and taught it as part of the curriculum to students. Since then, I&#8217;ve used it anytime a team is underperforming, missing goals, or struggling more than they should be. More than anything, it has helped me avoid misdiagnosing problems, cycling through people unnecessarily, and wasting time fixing the wrong thing. At its core, the Waterline Model is a way to diagnose <em>where</em> a problem is actually coming from before you decide <em>what</em> to do about it.</p><p>In this post, I&#8217;ll walk through the model and show you how to use it as a practical diagnostic tool when a team is underperforming. We&#8217;ll look at the four levels where problems tend to show up&#8212;structure, dynamics, interpersonal, and individual&#8212;and how to work through them in the right order. By the end, you should be better equipped to slow down in those &#8220;something&#8217;s off&#8221; moments, identify the real source of friction on a team, and fix the right problem instead of defaulting to people changes.</p><h2>How the Waterline Model works</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!W89x!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!W89x!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 424w, https://substackcdn.com/image/fetch/$s_!W89x!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 848w, https://substackcdn.com/image/fetch/$s_!W89x!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 1272w, https://substackcdn.com/image/fetch/$s_!W89x!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!W89x!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png" width="1456" height="496" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:496,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!W89x!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 424w, https://substackcdn.com/image/fetch/$s_!W89x!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 848w, https://substackcdn.com/image/fetch/$s_!W89x!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 1272w, https://substackcdn.com/image/fetch/$s_!W89x!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa4811c4e-ab0b-48a3-99c0-82649f58e33e_1456x496.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Here&#8217;s the basic picture. Imagine a boat moving across the water&#8212;that boat is your team. The boat&#8217;s destination is your goal: hitting a KPI, winning a major new customer, shipping a product. Sometimes the water is calm and the boat is moving forward smoothly. Other times, it feels like you&#8217;re rowing through a hurricane and no one can quite explain why.</p><p>When I use this model, I&#8217;m able to move beyond the natural human instinct to automatically blame the people. The Waterline Model helps me investigate one question: <em><strong>What&#8217;s going on below the surface that&#8217;s making things harder than they should be?</strong></em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!jgL_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!jgL_!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!jgL_!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!jgL_!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!jgL_!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!jgL_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/cc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!jgL_!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!jgL_!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!jgL_!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!jgL_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcc2c7418-3848-416f-9b3b-58766c7f5b46_1456x970.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>This model gives you four places to look, in order, and it comes with a memorable rule of thumb: <strong>snorkel before you scuba</strong>. Start at the top, always. Snorkeling means checking the shared systems first&#8212;goals, roles, and decision-making&#8212;before you start diagnosing personalities.</p><p>At the top, just below the surface, is <strong>structure</strong>. This is the stuff that helps people know what they&#8217;re doing, why they&#8217;re doing it, and how success is defined: vision, goals, context, expectations, role clarity, and org design. In my experience, this is where a huge percentage of issues on teams actually shows up.</p><p>The next layer is <strong>dynamics</strong>&#8212;how the team works together day-to-day. This is where I look at how decisions get made, how conflict shows up and gets resolved, and how information flows (or doesn&#8217;t). Even with clear goals and roles, teams can struggle here. Structure and dynamics are systems shared by everyone on the team, so you can most directly affect the collective team performance at these levels.</p><p>Below that is <strong>interpersonal</strong>&#8212;tension between two people, lack of trust, unresolved conflict, style clashes. These issues are real, but they&#8217;re often caused or amplified by problems higher up.</p><p>And at the very bottom is <strong>individual</strong>&#8212;what&#8217;s happening inside a single person: skill gaps, stress, confidence, values, life stuff.</p><p>All four layers matter. Any one of them can make the water choppy.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!b02q!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!b02q!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 424w, https://substackcdn.com/image/fetch/$s_!b02q!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 848w, https://substackcdn.com/image/fetch/$s_!b02q!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 1272w, https://substackcdn.com/image/fetch/$s_!b02q!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!b02q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png" width="1456" height="1092" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1092,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!b02q!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 424w, https://substackcdn.com/image/fetch/$s_!b02q!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 848w, https://substackcdn.com/image/fetch/$s_!b02q!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 1272w, https://substackcdn.com/image/fetch/$s_!b02q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa62e4df9-4b3d-4120-9479-63d17b473b53_1456x1092.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>But the Waterline Model and &#8220;snorkel before you scuba&#8221; remind me to start with the issues that impact the most people&#8212;closest to the surface&#8212;and only go deeper once I&#8217;ve ruled things out. Before you decide someone is the issue, you need to know that structure and dynamics aren&#8217;t pushing them toward exactly the behavior you&#8217;re frustrated by.</p><p>Let&#8217;s walk through each level and use common examples of issues on underperforming teams to show how you can use the model.</p><h2>Structure: the most common culprit</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!hrG4!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!hrG4!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!hrG4!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!hrG4!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!hrG4!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!hrG4!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!hrG4!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!hrG4!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!hrG4!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!hrG4!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F39daff7e-d0f9-44a0-8c54-11e6bca7586e_1456x970.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>A few years ago, I was asked to take over a struggling marketing team: <em>&#8220;Go figure out what this team actually does, and why we&#8217;re spending so much money without seeing results.&#8221;</em></p><p>The temptation in a situation like this is to diagnose the people&#8212;who is a high performer, who is dragging people down&#8212;but the Waterline Model has taught me to start by evaluating the structure. So instead, I asked each person on my new team how they would describe their role, what goals they thought the team was responsible for, and what numbers they believed they personally owned and were expected to move. Almost immediately, those questions surfaced structural issues.</p><p>The team&#8217;s answers were wildly inconsistent. Individuals had no idea what their goals were or which metric the team was responsible for. People defined their roles in ways that were far too narrow, or disconnected, to make sense. What leadership thought the team was responsible for, and how success was measured, were very different from how people understood their own jobs.</p><p>In this case, it was impossible to determine whether the individuals were the right fit, because they were operating inside a deeply broken structure. If I had automatically assumed people were the problem, I probably would have fired the whole team and started over again. And then I&#8217;d likely have ended up with the same issues all over again. But once I realized this was a structural problem, the fix was clear.</p><p>I started by re-clarifying the team&#8217;s mandate, the goals the team actually owned, individual role definitions, and what success looked like for each role. Only <em>after</em> that work was complete did it make sense to evaluate whether each individual was a good fit for their role.</p><p>That clarity surfaced a few real fit issues. But it also immediately improved performance for most of the team&#8212;simply because people finally knew what their job was and what was expected of them. People are often smart and motivated, but (to use the boat analogy) they&#8217;re rowing in different directions because the structure isn&#8217;t doing its job. Structural clarity alone often resolves more issues than you&#8217;d expect.</p><h2>Dynamics: teams behaving rationally inside bad systems</h2><p>Dynamics are the cultural norms you&#8217;ve built for how the team actually works together day-to-day. What&#8217;s experienced, not what&#8217;s written down. You can have clear goals and roles and still find yourself with decisions bottlenecked at the top, endless debate with no resolution, or constant confusion about who has input versus who actually decides.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!6fPQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!6fPQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!6fPQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!6fPQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!6fPQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!6fPQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!6fPQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!6fPQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!6fPQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!6fPQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8315205-c518-4f07-8b39-f439ba4f2875_1456x970.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>As an example, one member in <a href="https://www.glueclub.com/">Glue Club</a> came to us with a familiar story: <em>&#8220;My founder is constantly frustrated that the team is moving more slowly than they want. But when people try to move quickly or ship things or make decisions, the founder swoops in and unmakes decisions at the last minute or second-guesses people&#8217;s judgment. It doesn&#8217;t feel safe to move quickly.&#8221;</em></p><p>This wasn&#8217;t a structure problem. Goals were clear, roles were defined, and, on paper, people had decision rights. But in practice, decisions weren&#8217;t stable. Work would move forward, then get reversed later. Context would change after the fact. People learned that even if they did what was asked, they could still be wrong.</p><p>The team adapted in a very rational way: They slowed down. They added extra layers of alignment. They escalated decisions that technically didn&#8217;t need to be escalated. They optimized for not being wrong instead of for progress.</p><p>From the outside, it looked like a performance problem. From the inside, it felt like self-protection. The dynamics of this team taught people that speed is risky, and that was the problem.</p><p>People adapt quickly to what&#8217;s rewarded, punished, tolerated, or ignored. Over time, the team learns how to survive inside the system a leader creates, whether implicit or explicit. Dynamics problems show up when a team&#8217;s behavior makes sense given the environment&#8212;even if the results are exactly what you <em>don&#8217;t</em> want.</p><p>Dynamics problems often show up as process issues, but they&#8217;re rarely solved by process alone. They usually trace back to the signals leaders send through their behavior: what gets rewarded, what gets second-guessed, and what happens when things go wrong. That&#8217;s why dynamics issues can feel harder than structural ones. Fixing them doesn&#8217;t require a re-org or a new doc; it requires leaders to be consistent about how decisions are made, how disagreement is handled, and when they intervene. It requires a hard look in the mirror at how your behavior or the behavior of those above you is causing people to respond.</p><p>The good news is that when those signals change, behavior changes quickly. Teams adapt fast to new rules, especially when they&#8217;re enforced through action, not words. That&#8217;s the leverage at the dynamics level: change the rules of interaction, and people will respond.</p><h2>Interpersonal: don&#8217;t assume interpersonal conflict, but don&#8217;t ignore it either</h2><p>When something feels off on a team, leaders almost always leap to this layer first&#8212;&#8220;those two people hate each other.&#8221; To be fair, a lot of the time that instinct isn&#8217;t wrong; it&#8217;s just incomplete.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!cD46!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!cD46!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!cD46!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!cD46!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!cD46!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!cD46!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!cD46!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!cD46!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!cD46!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!cD46!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3f26dac5-3d95-45e6-b44b-b1898de7fa03_1456x970.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Very often, what <em>looks</em> like interpersonal conflict is actually being caused by something higher up the waterline. Roles aren&#8217;t clear, ownership overlaps, or individual or team incentives are not aligned. Two people are stepping on each other&#8217;s toes because the structure put them there. In those cases, the conflict isn&#8217;t really about the relationship. It&#8217;s a structural problem wearing a human face.</p><p>But interpersonal dynamics can absolutely destroy teams all on their own. You can have clear goals, clean roles, solid decision-making, etc., and still have two leaders who fundamentally don&#8217;t trust or like each other. And when that&#8217;s true, it <em>always</em> shows up in the business eventually, through slowed decisions, hoarded information, and teams quietly picking sides.</p><p>Once you&#8217;ve ruled out structure and dynamics issues, you move to interpersonal, and this is the moment where management gets more direct. At this level, the fix isn&#8217;t redesigning the system but, rather, addressing the relationship itself. That usually means naming the tension explicitly, grounding the conversation in how it&#8217;s affecting the work, and being clear about what needs to change for the relationship to function. You can make building a solid relationship with a business partner an expectation of someone&#8217;s role&#8212;something you judge their performance on, particularly if it&#8217;s business-critical.</p><p>This is the more familiar work of team leadership and management. Sometimes that work leads to repair. Sometimes it becomes clear that trust won&#8217;t be rebuilt in a reasonable time frame, and a change has to be made.</p><h2>Individual: only make it about the person after the system is sound</h2><p>If your goals are clear, the role is cleaned up, the dynamics are working well, and someone is still not performing, then you&#8217;re likely looking at an actual individual issue. At that point, the work is no longer diagnostic. It&#8217;s about making a decision.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!toLv!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!toLv!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!toLv!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!toLv!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!toLv!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!toLv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!toLv!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 424w, https://substackcdn.com/image/fetch/$s_!toLv!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 848w, https://substackcdn.com/image/fetch/$s_!toLv!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 1272w, https://substackcdn.com/image/fetch/$s_!toLv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62ff3f67-cb03-48c3-ace1-c7d0db6abdb0_1456x970.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Individual issues can be personal. Someone going through a tough time outside of work may not be able to meet the expectations of the role right now. Your job as a manager is to decide whether the person can successfully fulfill the role, given the current circumstances.</p><p>Evaluate the person against the role as it exists today. Decide whether the gap is coachable in the time frame the business can afford. If it is, invest and be explicit about what needs to change. If it&#8217;s not, change the role or make a clean exit. What doesn&#8217;t work is lingering in ambiguity.</p><p>That&#8217;s the leverage at the individual level: once the system is sound, clarity and decisiveness are kinder than dragging things out.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!am_b!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!am_b!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 424w, https://substackcdn.com/image/fetch/$s_!am_b!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 848w, https://substackcdn.com/image/fetch/$s_!am_b!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 1272w, https://substackcdn.com/image/fetch/$s_!am_b!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!am_b!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png" width="1456" height="1093" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/ad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1093,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!am_b!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 424w, https://substackcdn.com/image/fetch/$s_!am_b!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 848w, https://substackcdn.com/image/fetch/$s_!am_b!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 1272w, https://substackcdn.com/image/fetch/$s_!am_b!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad926e10-5074-4a20-986b-e723e1fe3495_1456x1093.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Start at the top. Always. If your team isn&#8217;t working well, here&#8217;s what the Waterline Model tells you to do: </p>
      <p>
          <a href="https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working">
              Read more
          </a>
      </p>
   ]]></content:encoded></item><item><title><![CDATA[How to debug a team that isn’t working: the Waterline Model]]></title><description><![CDATA[A guide to solving team problems (without always blaming the people)]]></description><link>https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working-d43</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working-d43</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Tue, 03 Mar 2026 13:02:55 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189738260/1c7aca5fd28c9b49211c5230e05c3ad0.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!JbqP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!JbqP!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 424w, https://substackcdn.com/image/fetch/$s_!JbqP!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 848w, https://substackcdn.com/image/fetch/$s_!JbqP!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 1272w, https://substackcdn.com/image/fetch/$s_!JbqP!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!JbqP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png" width="1456" height="1456" 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srcset="https://substackcdn.com/image/fetch/$s_!JbqP!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 424w, https://substackcdn.com/image/fetch/$s_!JbqP!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 848w, https://substackcdn.com/image/fetch/$s_!JbqP!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 1272w, https://substackcdn.com/image/fetch/$s_!JbqP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F07ecbe26-b2c0-48dd-a5be-0a71955823f2_3016x3016.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="pullquote"><p><em><strong>If you&#8217;re a premium subscriber</strong></em></p><p><em>Add the private feed to your podcast app at <a href="https://add.lennysreads.com/">add.lennysreads.com</a></em></p></div><p>When their team underperforms, most managers jump straight to blaming people. Molly Graham&#8212;who&#8217;s worked alongside Mark Zuckerberg, Sheryl Sandberg, and Chamath Palihapitiya&#8212;explains how that&#8217;s one of the biggest leadership traps there is. In this episode, she shares the Waterline Model: a diagnostic model to help uncover the real source of team problems, before touching an org chart.</p><div class="pullquote"><p><em><strong>Listen now: <a href="https://www.youtube.com/@lennysreads">YouTube</a> | <a href="https://podcasts.apple.com/us/podcast/lennys-reads/id1810314693">Apple</a> | <a href="https://open.spotify.com/show/0IIunA06qMtrcQLfypTooj">Spotify</a></strong></em></p></div><p>In this episode, you&#8217;ll learn:</p><ul><li><p>Why blaming people for structural problems is one of the biggest leadership mistakes</p></li><li><p>The four layers of the Waterline Model, and why that order matters</p></li><li><p>Why you should always &#8220;snorkel before you scuba&#8221;</p></li><li><p>How self-preservation can be a rational response to a faulty environment</p></li><li><p>How to make clean, decisive calls when you finally reach the individual layer</p></li></ul><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working&quot;,&quot;text&quot;:&quot;Read the post&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.lennysnewsletter.com/p/how-to-debug-a-team-that-isnt-working"><span>Read the post</span></a></p>
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   ]]></content:encoded></item><item><title><![CDATA[🎙️ This week on How I AI: 5 OpenClaw agents run my home, finances, and code & How Coinbase scaled AI to 1,000+ engineers]]></title><description><![CDATA[Your weekly listens from How I AI, part of the Lenny&#8217;s Podcast Network]]></description><link>https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-5-openclaw</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/this-week-on-how-i-ai-5-openclaw</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Mon, 02 Mar 2026 16:02:20 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/430ebf75-f7df-4022-8196-ec3ee38b2d8e_2048x2048.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!gWeJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!gWeJ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 424w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 848w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1272w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png" width="1456" height="344" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:344,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:76503,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/177292431?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!gWeJ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 424w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 848w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1272w, https://substackcdn.com/image/fetch/$s_!gWeJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.png 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p>Every Monday, host Claire Vo shares a 30- to 45-minute episode with a new guest demoing a practical, impactful way they&#8217;ve learned to use AI in their work or life. No pontificating&#8212;just specific and actionable advice. </p><h3>5 OpenClaw agents run my home, finances, and code | Jesse Genet</h3><div id="youtube2-96Vl8s3EQhk" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;96Vl8s3EQhk&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/96Vl8s3EQhk?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!sf3k!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!sf3k!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!sf3k!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!sf3k!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!sf3k!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!sf3k!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png" width="1456" height="104" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:104,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:11788,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189153894?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!sf3k!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!sf3k!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!sf3k!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!sf3k!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4219c06c-080d-4ddc-a416-1ed0bef4370c_1600x114.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong>Brought to you by: <a href="https://www.optimizely.com/howIAI">Optimizely</a></strong>&#8212;Your AI agent orchestration platform for marketing and digital teams</p></blockquote><p><strong><a href="https://www.linkedin.com/in/jessegenet/">Jesse Genet</a></strong> is a homeschooling parent and entrepreneur who operates five specialized OpenClaw agents, each on its own Mac Mini, to manage homeschool curriculum, family finances, scheduling, development projects, and household operations. She treats each agent like a new hire: defined role, scoped access, decision log, and progressive trust. In this episode she shares how she photographs curriculum books to auto-generate lesson plans, builds custom apps with zero prior terminal experience, partitions sensitive data across machines, and bridges the digital and physical world by inventorying every toy and supply in her house.</p><h4>Detailed workflow walkthroughs from this episode:</h4><p>&#8226; How I AI: Jesse Genet&#8217;s 5 OpenClaw Agents for Homeschooling, App Building, and Physical Inventories: <a href="https://www.chatprd.ai/how-i-ai/jesse-genets-5-openclaw-agents-for-homeschooling-app-building-and-physical-inventories">https://www.chatprd.ai/how-i-ai/jesse-genets-5-openclaw-agents-for-homeschooling-app-building-and-physical-inventories</a></p><p>&#8226; Automate Homeschool Lesson Planning and Material Creation with an AI Agent: <a href="https://www.chatprd.ai/how-i-ai/workflows/automate-homeschool-lesson-planning-and-material-creation-with-an-ai-agent">https://www.chatprd.ai/how-i-ai/workflows/automate-homeschool-lesson-planning-and-material-creation-with-an-ai-agent</a></p><p>&#8226; Build a Custom &#8216;Slop-Free&#8217; Kids&#8217; TV App Without Coding Experience: <a href="https://www.chatprd.ai/how-i-ai/workflows/build-a-custom-slop-free-kids-tv-app-without-coding-experience">https://www.chatprd.ai/how-i-ai/workflows/build-a-custom-slop-free-kids-tv-app-without-coding-experience</a></p><p>&#8226; Create an AI-Powered Inventory of Your Physical Items: <a href="https://www.chatprd.ai/how-i-ai/workflows/create-an-ai-powered-inventory-of-your-physical-items">https://www.chatprd.ai/how-i-ai/workflows/create-an-ai-powered-inventory-of-your-physical-items</a></p><h4>Biggest takeaways:</h4><ol><li><p><strong>Treat your AI agent like a new hire, not an extension of yourself.</strong> Jesse&#8217;s entire agent management philosophy comes from her experience hiring employees. She gives agents their own identities, separate data access, and communication channels&#8212;never full access to her email or accounts. Progressive trust is the model: start limited, expand as the agent proves reliable.</p></li><li><p><strong>Physical partitioning is a real security strategy.</strong> Running each agent on its own Mac Mini sounds extreme, but it solves a real problem: preventing one agent from accidentally leaking sensitive data through another agent&#8217;s communication channel. The finance agent can read bank statements but can&#8217;t text anyone. The scheduling agent can text, but has no financial data. This is a practical framework anyone managing multiple agents should think through.</p></li><li><p><strong>Photos are the most underrated input for AI agents.</strong> Jesse&#8217;s core workflow is shockingly simple: take a photo, send it to the agent, get structured output. She photographs lesson activities, book pages, physical supplies, and curriculum materials. The agent handles all the heavy lifting of logging, categorizing, and connecting that information. No typing, no structured input&#8212;just photos.</p></li><li><p><strong>You don&#8217;t need to be technical to build real software with a coding agent.</strong> Jesse had never opened a terminal before six months ago. With Cole, her coding agent, she built a custom kids&#8217; TV app, iterated over four days, and deployed it to a Google TV Streamer. Her approach: describe what you want, push back when the agent says something isn&#8217;t possible, and keep going.</p></li><li><p><strong>Inventory your physical world so AI can reach into it.</strong> One of Jesse&#8217;s most powerful moves was photographing all her educational supplies and having Sylvie build an inventory. Now when she asks for a lesson plan, the agent can say, &#8220;Also, pull out the tracing board from the cupboard.&#8221; This bridges the gap between the digital agent and the physical world in a way that&#8217;s immediately useful.</p></li><li><p><strong>Use &#8220;decision files&#8221; to prevent agents from relitigating settled questions.</strong> Jesse maintains a decisions file in Obsidian that each agent knows about. When she makes a final call, she flags it, and the agent knows not to revisit it. This is a simple, powerful pattern for anyone dealing with agents that keep second-guessing or re-asking about things you&#8217;ve already resolved.</p></li></ol><p>&#9654;&#65039; Listen now on <strong><a href="https://youtu.be/96Vl8s3EQhk">YouTube</a> | <a href="https://open.spotify.com/episode/2USh9iZATg3oC0Bm1iX53X?si=TVpu5K5XS02-oknOuHPRRA">Spotify</a> | <a href="https://podcasts.apple.com/us/podcast/5-openclaw-agents-run-my-home-finances-and-code-jesse-genet/id1809663079?i=1000751390108">Apple Podcasts</a></strong></p><h3>How Coinbase scaled AI to 1,000+ engineers | Chintan Turakhia</h3><div id="youtube2-tidINuXB7PA" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;tidINuXB7PA&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/tidINuXB7PA?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!BeIr!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!BeIr!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!BeIr!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!BeIr!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!BeIr!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!BeIr!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png" width="1456" height="104" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:104,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:25264,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189153894?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!BeIr!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!BeIr!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!BeIr!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!BeIr!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F65620fe6-c432-445c-9b42-fe753f9b11cd_1600x114.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><blockquote><p><strong>Brought to you by:</strong></p><ul><li><p><strong><a href="https://workos.com/?utm_source=lennys_howiai&amp;utm_medium=podcast&amp;utm_campaign=q22025">WorkOS</a></strong>&#8212;Make your app enterprise-ready today</p></li><li><p><strong><a href="https://rovo.com/">Rovo</a></strong>&#8212;AI that knows your business</p></li></ul></blockquote><p><strong><a href="https://www.linkedin.com/in/chintanturakhia/">Chintan Turakhia</a></strong> leads engineering at Coinbase, where he&#8217;s helped turn a 1,000-plus-person org into an AI-native team. In this episode, Chintan shares how Coinbase got 100 engineers to ship 75 PRs in 15 minutes, cut PR review time from 150 hours to 15, and built internal agents that turn user feedback into shipped features in minutes. Claire and Chintan dive into the &#8220;speed run&#8221; tactic that broke through skepticism, how to identify and replicate AI power users, and why the best engineering leaders are getting more hands-on with code in the AI era.</p><h4>Detailed workflow walkthroughs from this episode:</h4><p>&#8226; How I AI: Chintan Turakhia&#8217;s Playbook for AI Adoption at Coinbase: <a href="https://www.chatprd.ai/how-i-ai/playbook-for-ai-engineering-adoption-at-coinbase">https://www.chatprd.ai/how-i-ai/playbook-for-ai-engineering-adoption-at-coinbase</a></p><p>&#8226; Use ChatGPT to Become Your Own Personal Wine Sommelier: <a href="https://www.chatprd.ai/how-i-ai/workflows/use-chatgpt-to-become-your-own-personal-wine-sommelier">https://www.chatprd.ai/how-i-ai/workflows/use-chatgpt-to-become-your-own-personal-wine-sommelier</a></p><p>&#8226; Build an Automated User Feedback to Pull Request Pipeline: <a href="https://www.chatprd.ai/how-i-ai/workflows/build-an-automated-user-feedback-to-pull-request-pipeline">https://www.chatprd.ai/how-i-ai/workflows/build-an-automated-user-feedback-to-pull-request-pipeline</a></p><p>&#8226; Create a Data-Driven AI Adoption Playbook Using Cursor: <a href="https://www.chatprd.ai/how-i-ai/workflows/create-a-data-driven-ai-adoption-playbook-using-cursor">https://www.chatprd.ai/how-i-ai/workflows/create-a-data-driven-ai-adoption-playbook-using-cursor</a></p><h4>Biggest takeaways:</h4><ol><li><p><strong>Organize &#8220;speed runs&#8221; to kickstart widespread AI adoption.</strong> Coinbase gathered 100 engineers for a 15-minute session where everyone used AI tools to push 75 PRs simultaneously. The high success rate of merged PRs proved AI&#8217;s effectiveness at scale and transformed the team&#8217;s mindset about what they could accomplish.</p></li><li><p><strong>Show, don&#8217;t tell, when driving AI adoption in engineering teams.</strong> Chintan spent months personally using Cursor daily, discovering use cases and techniques before asking his team to adopt it. By tackling real bugs and showing concrete wins, he built credibility that made adoption natural rather than forced.</p></li><li><p><strong>Focus AI adoption on eliminating &#8220;soul-sucking&#8221; work first.</strong> Rather than tackling complex engineering challenges, Chintan targeted the tedious tasks engineers hate: writing unit tests, fixing linting issues, and managing Git commands. Engineers naturally want to build better things faster, and removing friction from their workflow created immediate buy-in.</p></li><li><p><strong>Create public channels to showcase AI wins.</strong> Coinbase established a &#8220;Cursor Wins&#8221; Slack channel where engineers shared their successes. This visibility created organic FOMO and peer learning as engineers saw colleagues shipping more code with less effort.</p></li><li><p><strong>Measure the entire feedback-to-feature cycle time, not just lines of code.</strong> Coinbase reduced PR review times from 150 hours to 15 hours and built systems to capture user feedback and convert it to shipped features in minutes rather than weeks. This end-to-end acceleration creates a virtuous cycle where faster shipping leads to more user feedback and continuous improvement.</p></li><li><p><strong>Engineering leaders should be writing more code, not less.</strong> Chintan&#8217;s calendar is now nearly empty, as AI has eliminated coordination overhead and meetings. Instead, he spends more time writing code, fixing bugs, and exploring technical approaches.</p></li><li><p><strong>Use AI to analyze AI adoption patterns.</strong> Chintan used Cursor itself to analyze Cursor usage data, identifying natural user cohorts from inactive to super-users. This meta-application of AI allowed him to create targeted guidance for each segment, helping engineers progress from light usage to power usage. The analysis revealed that agent-heavy users were 16x more productive with AI than other users, providing concrete data to drive further adoption.</p></li></ol><p>&#9654;&#65039; Listen now on <strong><a href="https://youtu.be/tidINuXB7PA">YouTube</a> | <a href="https://open.spotify.com/episode/1JvkzhyOf1zkjZgj4GRtKm">Spotify</a> | <a href="https://podcasts.apple.com/us/podcast/how-coinbase-scaled-ai-to-1-000-engineers-chintan-turakhia/id1809663079?i=1000752506734">Apple Podcasts</a></strong></p><div><hr></div><p>If you&#8217;re enjoying these episodes, reply and let me know what you&#8217;d love to learn more about: AI workflows, hiring, growth, product strategy&#8212;anything.</p><p>Catch you next week,<br>Lenny</p><p><em>P.S. Want every new episode delivered the moment it drops? Hit &#8220;Follow&#8221; on your favorite podcast app.</em></p>]]></content:encoded></item><item><title><![CDATA[How Coinbase scaled AI to 1,000+ engineers | Chintan Turakhia]]></title><description><![CDATA[Watch now | &#127897;&#65039; How to drive AI adoption in a 1,000+ engineer organization: from PR speed runs to feedback-to-feature automation and identifying power users through data-driven analysis]]></description><link>https://www.lennysnewsletter.com/p/how-coinbase-scaled-ai-to-1000-engineers</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/how-coinbase-scaled-ai-to-1000-engineers</guid><dc:creator><![CDATA[Claire Vo]]></dc:creator><pubDate>Mon, 02 Mar 2026 13:03:27 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189311083/de1c5662210954baceeb718c5b9f4a7e.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div id="youtube2-tidINuXB7PA" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;tidINuXB7PA&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/tidINuXB7PA?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><p><strong>Chintan Turakhia</strong> is Senior Director of Engineering at Coinbase, where he&#8217;s led the transformation of a 1,000-plus-engineer organization to embrace AI tools at scale. When tasked with rewriting Coinbase&#8217;s self-custody wallet into a consumer social app in just six to nine months, Chintan turned to AI as a force multiplier. His team has achieved remarkable efficiency gains, including reducing PR review times from 150 hours to just 15 hours, and dramatically compressing the cycle from user feedback to shipped features.</p><div class="pullquote"><p><strong>Listen or watch on <a href="https://youtu.be/tidINuXB7PA">YouTube</a>, <a href="https://open.spotify.com/episode/1JvkzhyOf1zkjZgj4GRtKm">Spotify</a>, or <a href="https://podcasts.apple.com/us/podcast/how-coinbase-scaled-ai-to-1-000-engineers-chintan-turakhia/id1809663079?i=1000752506734">Apple Podcasts</a></strong></p></div><h3>What you&#8217;ll learn:</h3><ol><li><p>How to drive AI adoption in large, established engineering organizations</p></li><li><p>The &#8220;speed run&#8221; technique that got 100 engineers to push 70 PRs in 15 minutes</p></li><li><p>How to identify and replicate the behaviors of AI power users</p></li><li><p>Why engineering leaders must get hands-on with AI tools to drive adoption</p></li><li><p>How to build custom AI agents that integrate with your existing workflows</p></li><li><p>The metrics that actually matter when measuring AI&#8217;s impact on engineering velocity</p></li><li><p>How to compress the cycle from user feedback to shipped features</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!gH33!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!gH33!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 424w, https://substackcdn.com/image/fetch/$s_!gH33!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 848w, https://substackcdn.com/image/fetch/$s_!gH33!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 1272w, https://substackcdn.com/image/fetch/$s_!gH33!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!gH33!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png" width="1456" height="142" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/00f1463a-a871-4274-a920-65f27598ad83_1600x156.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:142,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:36614,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/189311083?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!gH33!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 424w, https://substackcdn.com/image/fetch/$s_!gH33!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 848w, https://substackcdn.com/image/fetch/$s_!gH33!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 1272w, https://substackcdn.com/image/fetch/$s_!gH33!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F00f1463a-a871-4274-a920-65f27598ad83_1600x156.png 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p><strong><a href="https://workos.com/?utm_source=lennys_howiai&amp;utm_medium=podcast&amp;utm_campaign=q22025">WorkOS</a></strong>&#8212;Make your app enterprise-ready today</p><p><strong><a href="https://rovo.com/">Rovo</a></strong>&#8212;AI that knows your business</p><p></p><h3>In this episode, we cover:</h3><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA">00:00</a>) Introduction to Chintan</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=158s">02:38</a>) How Coinbase approached rewriting their app with AI assistance</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=480s">08:00</a>) The importance of leadership conviction and hands-on demonstration</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=630s">10:30</a>) The &#8220;PR speed run&#8221; technique that transformed team adoption</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=1077s">17:57</a>) Measuring success</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=1160s">19:20</a>) Demo: Real-time feedback-to-feature implementation</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=1394s">23:14</a>) Using Cursor to analyze AI adoption patterns</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=1995s">33:15</a>) Quick recap and appreciation</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=2160s">36:00</a>) Demo: Building a live feedback capture system using AI transcription</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=2450s">40:50</a>) Using custom Slack bots to automate engineering workflows</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=2830s">47:10</a>) Advice for driving AI adoption within your organization</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=3000s">50:00</a>) Personal use case: AI for wine selection based on taste preferences</p><p>(<a href="https://www.youtube.com/watch?v=tidINuXB7PA&amp;t=3323s">55:23</a>) Lightning round and final thoughts</p><p></p><h3>Tools referenced:</h3><p>&#8226; Cursor: <a href="https://cursor.sh/">https://cursor.sh/</a></p><p>&#8226; Linear: <a href="https://linear.app/">https://linear.app/</a></p><p>&#8226; Slack: <a href="https://slack.com/">https://slack.com/</a></p><p>&#8226; ChatGPT: <a href="https://chat.openai.com/">https://chat.openai.com/</a></p><p>&#8226; Claude: <a href="https://claude.ai/">https://claude.ai/</a></p><p>&#8226; GitHub Copilot: <a href="https://github.com/features/copilot">https://github.com/features/copilot</a></p><p></p><h3>Other references:</h3><p>&#8226; Coinbase: <a href="https://www.coinbase.com/">https://www.coinbase.com/</a></p><p>&#8226; React Native: <a href="https://reactnative.dev/'">https://reactnative.dev/</a></p><p>&#8226; How custom GPTs can make you a better manager | Hilary Gridley (Head of Core Product at Whoop): <a href="https://www.lennysnewsletter.com/p/how-custom-gpts-can-make-you-a-better-manager">https://www.lennysnewsletter.com/p/how-custom-gpts-can-make-you-a-better-manager</a></p><p></p><h3>Where to find Chintan Turakhia:</h3><p>LinkedIn: <a href="https://www.linkedin.com/in/chintanturakhia/">https://www.linkedin.com/in/chintanturakhia/</a></p><p>X: <a href="https://x.com/chintanturakhia">https://x.com/chintanturakhia</a></p><p>Base App (formerly Coinbase Wallet): <a href="https://base.app/">https://base.app/</a></p><p></p><h3>Where to find Claire Vo:</h3><p>ChatPRD: <a href="https://www.chatprd.ai/">https://www.chatprd.ai/</a></p><p>Website: <a href="https://clairevo.com/">https://clairevo.com/</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/clairevo/">https://www.linkedin.com/in/clairevo/</a></p><p>X: <a href="https://x.com/clairevo">https://x.com/clairevo</a></p><p></p><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email jordan@penname.co.</p>]]></content:encoded></item><item><title><![CDATA[The design process is dead. Here’s what’s replacing it. | Jenny Wen (head of design at Claude)]]></title><description><![CDATA[Listen now | Anthropic&#8217;s Jenny Wen on why the traditional design process is dead, how engineers are forcing the role to evolve, and what designers must do to stay relevant in the age of AI]]></description><link>https://www.lennysnewsletter.com/p/the-design-process-is-dead</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/the-design-process-is-dead</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Sun, 01 Mar 2026 13:31:18 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/188846384/07a29951933b2a2aefea63c0fdca4f39.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://youtu.be/eh8bcBIAAFo" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong>Jenny Wen</strong> leads design for Claude at Anthropic. Prior to this, she was Director of Design at Figma, where she led the teams behind FigJam and Slides. Before that, she was a designer at Dropbox, Square, and Shopify.</p><div class="pullquote"><p><strong>Listen on <a href="https://youtu.be/eh8bcBIAAFo">YouTube</a>, <a href="https://open.spotify.com/episode/7qfstjR4jP5bLExJTjM3tu">Spotify</a>, and <a href="https://podcasts.apple.com/us/podcast/the-design-process-is-dead-heres-whats-replacing-it/id1627920305?i=1000752313515">Apple Podcasts</a></strong></p></div><h3>We discuss:</h3><ol><li><p>Why the classic discovery &#8594; mock &#8594; iterate design process is becoming obsolete</p></li><li><p>What a day in the life of a designer at Anthropic looks like, including her AI tool stack</p></li><li><p>Whether AI will eventually surpass humans in taste and judgment</p></li><li><p>Why Jenny left a director role at Figma to return to IC work at Anthropic</p></li><li><p>The three archetypes Jenny is hiring for now</p></li><li><p>Why chatbot interfaces may be more durable than most people expect</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!t7kE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!t7kE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!t7kE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!t7kE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!t7kE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!t7kE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png" width="1456" height="120" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/cdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:120,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:122718,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/188846384?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!t7kE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!t7kE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!t7kE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!t7kE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcdcff333-48ef-4960-a5f6-389738486e9b_3444x285.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong><a href="https://mercury.com/?utm_source=lennys&amp;utm_medium=sponsored_newsletter&amp;utm_campaign=26q1_brand_campaign">Mercury</a></strong>&#8212;Radically different banking</p><p><strong><a href="https://www.orkes.io/">Orkes</a></strong>&#8212;The enterprise platform for reliable applications and agentic workflows</p><p><strong><a href="https://omni.co/lenny">Omni</a></strong>&#8212;AI analytics your customers can trust</p></blockquote><p></p><h3>Where to find Jenny Wen:</h3><p>&#8226; X: <a href="https://x.com/jenny_wen">https://x.com/jenny_wen</a></p><p>&#8226; LinkedIn: <a href="https://www.linkedin.com/in/jennywen">https://www.linkedin.com/in/jennywen</a></p><p>&#8226; Substack: <a href="https://jennywen.substack.com">https://jennywen.substack.com</a></p><p>&#8226; Website: <a href="https://jennywen.ca">https://jennywen.ca</a></p><p></p><h3>Referenced:</h3><p>&#8226; Figma: <a href="https://www.figma.com">https://www.figma.com</a></p><p>&#8226; Anthropic: <a href="https://www.anthropic.com">https://www.anthropic.com</a></p><p>&#8226; v0: <a href="https://v0.app">https://v0.app</a></p><p>&#8226; Navigating a Design Career with Jenny Wen | Figma at Waterloo: <a href="https://www.youtube.com/watch?v=OHcBPMh2ivk">https://www.youtube.com/watch?v=OHcBPMh2ivk</a></p><p>&#8226; Claude Cowork: <a href="https://claude.com/product/cowork">https://claude.com/product/cowork</a></p><p>&#8226; Use Claude Code in VS Code: <a href="https://code.claude.com/docs/en/vs-code">https://code.claude.com/docs/en/vs-code</a></p><p>&#8226; Claude Code in Slack: <a href="https://code.claude.com/docs/en/slack">https://code.claude.com/docs/en/slack</a></p><p>&#8226; Lex Fridman&#8217;s website: <a href="https://lexfridman.com">https://lexfridman.com</a></p><p>&#8226; Head of Claude Code: What happens after coding is solved | Boris Cherny: <a href="https://www.lennysnewsletter.com/p/head-of-claude-code-what-happens">https://www.lennysnewsletter.com/p/head-of-claude-code-what-happens</a></p><p>&#8226; OpenClaw: <a href="https://openclaw.ai">https://openclaw.ai</a></p><p>&#8226; OpenAI&#8217;s CPO on how AI changes must-have skills, moats, coding, startup playbooks, more | Kevin Weil (CPO at OpenAI, ex-Instagram, Twitter): <a href="https://www.lennysnewsletter.com/p/kevin-weil-open-ai">https://www.lennysnewsletter.com/p/kevin-weil-open-ai</a></p><p>&#8226; Marc Andreessen: The real AI boom hasn&#8217;t even started yet: <a href="https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom">https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom</a></p><p>&#8226; Socratica: <a href="https://www.socratica.info">https://www.socratica.info</a></p><p>&#8226; Anthropic&#8217;s CPO on what comes next | Mike Krieger (co-founder of Instagram): <a href="https://www.lennysnewsletter.com/p/anthropics-cpo-heres-what-comes-next">https://www.lennysnewsletter.com/p/anthropics-cpo-heres-what-comes-next</a></p><p>&#8226; Radical Candor: From theory to practice with author Kim Scott: <a href="https://www.lennysnewsletter.com/p/radical-candor-from-theory-to-practice">https://www.lennysnewsletter.com/p/radical-candor-from-theory-to-practice</a></p><p>&#8226; Evan Tana&#8217;s &#8216;legibility matrix&#8217; on X: <a href="https://x.com/evantana/status/1927404374252269667">https://x.com/evantana/status/1927404374252269667</a></p><p>&#8226; How to spot a top 1% startup early: <a href="https://www.lennysnewsletter.com/p/how-to-spot-a-top-1-startup-early">https://www.lennysnewsletter.com/p/how-to-spot-a-top-1-startup-early</a></p><p>&#8226; Palantir: <a href="https://www.palantir.com">https://www.palantir.com</a></p><p>&#8226; Stripe: <a href="https://stripe.com">https://stripe.com</a></p><p>&#8226; Linear: <a href="https://linear.app">https://linear.app</a></p><p>&#8226; Notion: <a href="https://www.notion.com">https://www.notion.com</a></p><p>&#8226; Julie Zhuo&#8217;s website: <a href="https://www.juliezhuo.com">https://www.juliezhuo.com</a></p><p>&#8226; <em>Sentimental Value</em>: <a href="https://www.imdb.com/title/tt27714581">https://www.imdb.com/title/tt27714581</a></p><p>&#8226; <em>The Pitt </em>on Prime Video: <a href="https://www.amazon.com/The-Pitt-Season-1/dp/B0DNRR8QWD">https://www.amazon.com/The-Pitt-Season-1/dp/B0DNRR8QWD</a></p><p>&#8226; Noah Wyle: <a href="https://en.wikipedia.org/wiki/Noah_Wyle">https://en.wikipedia.org/wiki/Noah_Wyle</a></p><p>&#8226; <em>ER</em> on Prime Video: <a href="https://www.amazon.com/gp/video/detail/B0FWZSDYRP">https://www.amazon.com/gp/video/detail/B0FWZSDYRP</a></p><p>&#8226; Retro: <a href="https://retro.app">https://retro.app</a></p><p>&#8226; Granola: <a href="https://www.granola.ai">https://www.granola.ai</a></p><p></p><h3>Recommended books:</h3><p>&#8226; <em>Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity</em>: <a href="https://www.amazon.com/Radical-Candor-Kick-Ass-Without-Humanity/dp/1250103509">https://www.amazon.com/Radical-Candor-Kick-Ass-Without-Humanity/dp/1250103509</a></p><p>&#8226; <em>The Power Broker: Robert Moses and the Fall of New York</em>: <a href="https://www.amazon.com/Power-Broker-Robert-Moses-Fall/dp/0394480767">https://www.amazon.com/Power-Broker-Robert-Moses-Fall/dp/0394480767</a></p><p>&#8226; <em>Insomniac City: New York, Oliver Sacks, and Me</em>: <a href="https://www.amazon.com/Insomniac-City-New-York-Oliver/dp/162040494X">https://www.amazon.com/Insomniac-City-New-York-Oliver/dp/162040494X</a></p><div><hr></div><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email <a href="mailto:podcast@lennyrachitsky.com">podcast@lennyrachitsky.com</a>.</p><p><em>Lenny may be an investor in the companies discussed.</em></p><div><hr></div><h2>My biggest takeaways from this conversation:</h2>
      <p>
          <a href="https://www.lennysnewsletter.com/p/the-design-process-is-dead">
              Read more
          </a>
      </p>
   ]]></content:encoded></item><item><title><![CDATA[🧠 Community Wisdom: Building your tech stack from scratch, surviving painful product demos, managing LLM credit costs, resources for new designers, and more]]></title><description><![CDATA[Community Wisdom 175]]></description><link>https://www.lennysnewsletter.com/p/community-wisdom-building-your-tech</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/community-wisdom-building-your-tech</guid><dc:creator><![CDATA[Kiyani]]></dc:creator><pubDate>Sat, 28 Feb 2026 17:16:48 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!KxHU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>&#128075; Hello and welcome to this week&#8217;s edition of &#10024; <strong>Community Wisdom</strong> &#10024; a subscriber-only email, delivered every Saturday, highlighting the most helpful conversations in <a href="https://forms.gle/syq81QDwqbvL3Yn58">our members-only Slack community</a>.</em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!KxHU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!KxHU!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.png 424w, 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   ]]></content:encoded></item><item><title><![CDATA[AI is critical for humanity’s survival: Cisco president on the AI revolution | Jeetu Patel]]></title><description><![CDATA[Listen now (87 mins) | Jeetu Patel on going all-in on AI, why most big companies hedge when they should double down, and why he can&#8217;t do his job without AI]]></description><link>https://www.lennysnewsletter.com/p/ai-is-critical-for-humanitys-survival</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/ai-is-critical-for-humanitys-survival</guid><dc:creator><![CDATA[Lenny Rachitsky]]></dc:creator><pubDate>Thu, 26 Feb 2026 13:31:32 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/187580003/a9bf93d97a8b7d39f87910ef716247af.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://youtu.be/ylNKlBlkFas" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!lCZt!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!lCZt!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!lCZt!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!lCZt!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!lCZt!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png" width="1456" height="819" 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srcset="https://substackcdn.com/image/fetch/$s_!lCZt!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 424w, https://substackcdn.com/image/fetch/$s_!lCZt!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 848w, https://substackcdn.com/image/fetch/$s_!lCZt!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 1272w, https://substackcdn.com/image/fetch/$s_!lCZt!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff663c281-b457-4dc2-a9fc-30d7c7835898_1920x1080.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong>Jeetu Patel</strong> is the president and chief product officer at Cisco, where he leads a team of 30,000 people and is playing a central role in the massive AI infrastructure buildout happening right now. Previously, he spent five years as CPO at Box and 17 years running his own startup. Recently Jeetu organized an AI summit featuring industry leaders like Jensen Huang, Sam Altman, Marc Andreessen, and Fei-Fei Li.</p><div class="pullquote"><p><strong>Listen on <a href="https://youtu.be/ylNKlBlkFas">YouTube</a>, <a href="https://open.spotify.com/episode/2U5skYaVuf7XfZJScYI77r?si=AtPw_WVhSfiM0QzoOLc1IA">Spotify</a>, and <a href="https://podcasts.apple.com/us/podcast/ai-is-critical-for-humanitys-survival-cisco-president/id1627920305?i=1000751751062">Apple Podcasts</a></strong></p></div><h3>We discuss:</h3><ol><li><p>How Cisco went AI-first across 90,000 employees</p></li><li><p>His six-part framework for building great companies: timing, market, team, product, brand, distribution</p></li><li><p>Why he says he couldn&#8217;t have done this job without AI</p></li><li><p>His &#8220;right to win&#8221; strategic framework</p></li><li><p>His communication framework for preventing &#8220;packet loss&#8221; across an organization</p></li><li><p>Why he flips &#8220;praise in public, criticize in private&#8221; and does the exact opposite</p></li><li><p>The important communication lesson his mother taught him</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!xYbx!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!xYbx!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!xYbx!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!xYbx!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!xYbx!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!xYbx!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png" width="1456" height="120" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:120,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:94217,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/187580003?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!xYbx!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 424w, https://substackcdn.com/image/fetch/$s_!xYbx!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 848w, https://substackcdn.com/image/fetch/$s_!xYbx!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 1272w, https://substackcdn.com/image/fetch/$s_!xYbx!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5e500cf-f188-4b4e-8391-8001ffb12f16_3444x285.png 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><blockquote><p><strong><a href="https://sentry.io/lenny">Sentry</a></strong>&#8212;Code breaks, fix it faster</p><p><strong><a href="https://framer.com/lenny">Framer</a></strong>&#8212;Build better websites faster</p><p><strong><a href="https://samsara.com/lenny">Samsara</a></strong>&#8212;Saving lives with AI built for physical operations</p></blockquote><p></p><h3>Where to find Jeetu Patel:</h3><p>&#8226; X: <a href="https://x.com/jpatel41">https://x.com/jpatel41</a></p><p>&#8226; LinkedIn: <a href="https://www.linkedin.com/in/jeetupatel">https://www.linkedin.com/in/jeetupatel</a></p><p>&#8226; Website: <a href="https://blogs.cisco.com/author/jeetupatel">https://blogs.cisco.com/author/jeetupatel</a></p><p></p><h3>Referenced:</h3><p>&#8226; Jensen Huang on LinkedIn: <a href="https://www.linkedin.com/in/jenhsunhuang">https://www.linkedin.com/in/jenhsunhuang</a></p><p>&#8226; Sam Altman on X: <a href="https://x.com/sama">https://x.com/sama</a></p><p>&#8226; Marc Andreessen: The real AI boom hasn&#8217;t even started yet: <a href="https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom">https://www.lennysnewsletter.com/p/marc-andreessen-the-real-ai-boom</a></p><p>&#8226; Fei-Fei Li on LinkedIn: <a href="https://www.linkedin.com/in/fei-fei-li-4541247">https://www.linkedin.com/in/fei-fei-li-4541247</a></p><p>&#8226; Lip-Bu Tan on LinkedIn: <a href="https://www.linkedin.com/in/lip-bu-tan-284a7846">https://www.linkedin.com/in/lip-bu-tan-284a7846</a></p><p>&#8226; Matt Garman on LinkedIn: <a href="https://www.linkedin.com/in/mattgarman">https://www.linkedin.com/in/mattgarman</a></p><p>&#8226; Anthropic&#8217;s CPO on what comes next | Mike Krieger (co-founder of Instagram): <a href="https://www.lennysnewsletter.com/p/anthropics-cpo-heres-what-comes-next">https://www.lennysnewsletter.com/p/anthropics-cpo-heres-what-comes-next</a></p><p>&#8226; OpenAI&#8217;s CPO on how AI changes must-have skills, moats, coding, startup playbooks, more | Kevin Weil (CPO at OpenAI, ex-Instagram, Twitter): <a href="https://www.lennysnewsletter.com/p/kevin-weil-open-ai">https://www.lennysnewsletter.com/p/kevin-weil-open-ai</a></p><p>&#8226; Kevin Scott on LinkedIn: <a href="https://www.linkedin.com/in/jkevinscott">https://www.linkedin.com/in/jkevinscott</a></p><p>&#8226; Cisco: <a href="https://www.cisco.com">https://www.cisco.com</a></p><p>&#8226; Elon Musk on X: <a href="https://x.com/elonmusk">https://x.com/elonmusk</a></p><p>&#8226; Ray Kurzweil&#8217;s website: <a href="https://www.thekurzweillibrary.com">https://www.thekurzweillibrary.com</a></p><p>&#8226; $46B of hard truths from Ben Horowitz: Why founders fail and why you need to run toward fear (a16z co-founder): <a href="https://www.lennysnewsletter.com/p/46b-of-hard-truths-from-ben-horowitz">https://www.lennysnewsletter.com/p/46b-of-hard-truths-from-ben-horowitz</a></p><p>&#8226; Aaron Levie on LinkedIn: <a href="https://www.linkedin.com/in/boxaaron">https://www.linkedin.com/in/boxaaron</a></p><p>&#8226; Box: <a href="https://www.box.com">https://www.box.com</a></p><p>&#8226; Chuck Robbins on LinkedIn: <a href="https://www.linkedin.com/in/chuck-robbins">https://www.linkedin.com/in/chuck-robbins</a></p><p>&#8226; Jeffrey Queisser on LinkedIn: <a href="https://www.linkedin.com/in/queisser">https://www.linkedin.com/in/queisser</a></p><p>&#8226; Rick Devenuti on LinkedIn: <a href="https://www.linkedin.com/in/rick-devenuti-ba55432">https://www.linkedin.com/in/rick-devenuti-ba55432</a></p><p>&#8226; Jeremy Burton on LinkedIn: <a href="https://www.linkedin.com/in/jburton0">https://www.linkedin.com/in/jburton0</a></p><p>&#8226; Wes Bush: <a href="https://en.wikipedia.org/wiki/Wesley_G._Bush">https://en.wikipedia.org/wiki/Wesley_G._Bush</a></p><p>&#8226; Michael Capellas on LinkedIn: <a href="https://www.linkedin.com/in/michael-capellas-36104887">https://www.linkedin.com/in/michael-capellas-36104887</a></p><p>&#8226; 10 contrarian leadership truths every leader needs to hear | Matt MacInnis (Rippling): <a href="https://www.lennysnewsletter.com/p/10-contrarian-leadership-truths">https://www.lennysnewsletter.com/p/10-contrarian-leadership-truths</a></p><p>&#8226; Dunbar&#8217;s number: <a href="https://en.wikipedia.org/wiki/Dunbar%27s_number">https://en.wikipedia.org/wiki/Dunbar%27s_number</a></p><p>&#8226; Pat Gelsinger on LinkedIn: <a href="https://www.linkedin.com/in/patgelsinger">https://www.linkedin.com/in/patgelsinger</a></p><p>&#8226; Bernie Madoff: <a href="https://en.wikipedia.org/wiki/Bernie_Madoff">https://en.wikipedia.org/wiki/Bernie_Madoff</a></p><p>&#8226; Taj Mahal: <a href="https://en.wikipedia.org/wiki/Taj_Mahal">https://en.wikipedia.org/wiki/Taj_Mahal</a></p><p>&#8226; Six Things a Company Needs to Be Successful: <a href="https://www.youtube.com/watch?v=XnlTsEsm6qM">https://www.youtube.com/watch?v=XnlTsEsm6qM</a></p><p>&#8226; Mark Lewis on LinkedIn: <a href="https://www.linkedin.com/in/mlewis62">https://www.linkedin.com/in/mlewis62</a></p><p>&#8226; Web3: <a href="https://en.wikipedia.org/wiki/Web3">https://en.wikipedia.org/wiki/Web3</a></p><p>&#8226; <em>F1</em>: <em>The Movie</em>: <a href="https://www.imdb.com/title/tt16311594">https://www.imdb.com/title/tt16311594</a></p><p>&#8226; Zak Brown: <a href="https://en.wikipedia.org/wiki/Zak_Brown">https://en.wikipedia.org/wiki/Zak_Brown</a></p><p>&#8226; McLaren Racing: <a href="https://www.mclaren.com">https://www.mclaren.com</a></p><p>&#8226; ChatGPT: <a href="https://chatgpt.com">https://chatgpt.com</a></p><p>&#8226; Gemini: <a href="https://gemini.google.com">https://gemini.google.com</a></p><p>&#8226; Grok: <a href="https://grok.com">https://grok.com</a></p><p>&#8226; Sizzler: <a href="https://sizzler.com">https://sizzler.com</a></p><p></p><h3>Recommended books:</h3><p>&#8226; <em>Be Useful: Seven Tools for Life</em>: <a href="https://www.amazon.com/Be-Useful-Seven-Tools-Life/dp/0593655958">https://www.amazon.com/Be-Useful-Seven-Tools-Life/dp/0593655958</a></p><p>&#8226; <em>The Innovator&#8217;s Dilemma: The Revolutionary Book That Will Change the Way You Do Business</em>: <a href="https://www.amazon.com/Innovators-Dilemma-Revolutionary-Change-Business/dp/0062060244">https://www.amazon.com/Innovators-Dilemma-Revolutionary-Change-Business/dp/0062060244</a></p><p><em>&#8226; The Innovator&#8217;s Solution: </em><a href="https://www.amazon.com/Innovators-Solution-n/dp/B001HYXNKW/ref=tmm_pap_swatch_0">https://www.amazon.com/Innovators-Solution-n/dp/B001HYXNKW</a></p><p>&#8226; <em>The Hard Thing About Hard Things: Building a Business when There Are No Easy Answers&#8213;Straight Talk on the Challenges of Entrepreneurship</em>: <a href="https://www.amazon.com/Hard-Thing-About-Things-Building/dp/0062273205">https://www.amazon.com/Hard-Thing-About-Things-Building/dp/0062273205</a></p><div><hr></div><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email <a href="mailto:podcast@lennyrachitsky.com">podcast@lennyrachitsky.com</a>.</p><p><em>Lenny may be an investor in the companies discussed.</em></p><div><hr></div><h2>My biggest takeaways from this conversation:</h2>
      <p>
          <a href="https://www.lennysnewsletter.com/p/ai-is-critical-for-humanitys-survival">
              Read more
          </a>
      </p>
   ]]></content:encoded></item><item><title><![CDATA[5 OpenClaw agents run my home, finances, and code | Jesse Genet]]></title><description><![CDATA[Watch now | &#127897;&#65039; Jesse Genet, a mom of four, shares how she uses multiple OpenClaw agents to run her home school, build custom apps, organize her home, and reclaim her time]]></description><link>https://www.lennysnewsletter.com/p/5-openclaw-agents-run-my-home-finances</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/5-openclaw-agents-run-my-home-finances</guid><dc:creator><![CDATA[Claire Vo]]></dc:creator><pubDate>Wed, 25 Feb 2026 13:04:23 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/188969513/e66565304ee239d6e593ef2b7bb84dfe.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<div id="youtube2-96Vl8s3EQhk" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;96Vl8s3EQhk&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/96Vl8s3EQhk?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><p><strong>Jesse Genet </strong>is a homeschooling parent and entrepreneur who runs her household with five specialized OpenClaw agents. She layers them on top of her Obsidian &#8220;second brain,&#8221; deploys each on its own Mac Mini, and assigns every agent a distinct role&#8212;homeschool, finance, scheduling, development, and operations&#8212;so each one operates with clear scope and responsibility.</p><div class="pullquote"><p><strong>Listen or watch on <a href="https://youtu.be/96Vl8s3EQhk">YouTube</a>, <a href="https://open.spotify.com/episode/2USh9iZATg3oC0Bm1iX53X">Spotify</a>, or <a href="https://podcasts.apple.com/us/podcast/5-openclaw-agents-run-my-home-finances-and-code-jesse-genet/id1809663079?i=1000751390108">Apple Podcasts</a></strong></p></div><h3>What you&#8217;ll learn:</h3><ol><li><p>How Jesse set up five OpenClaw agents, each with its own role, persona, SOUL.md file, and dedicated Mac Mini</p></li><li><p>The workflow for photographing an entire curriculum book and having an agent generate formatted, ready-to-teach lesson plans from the images</p></li><li><p>Using a coding agent to build a custom kids&#8217; TV app from scratch and ship it to a real television in four days (with zero prior terminal experience)</p></li><li><p>Why Jesse treats agent onboarding like employee onboarding</p></li><li><p>The &#8220;decision file&#8221; trick and other incantations for managing agents that actually stick</p></li><li><p>Where multi-agent collaboration breaks down, and why no current messaging platform handles agent-to-agent handoffs well</p></li><li><p>How photographing every toy, book, and supply in the house lets the AI recommend real physical materials during lesson planning</p></li><li><p>The hands-free printing loop that took Jesse from scan &#8594; upload &#8594; email &#8594; print to &#8220;Sylvie, print this&#8221; in 30 seconds flat</p></li></ol><div><hr></div><h3>Brought to you by:</h3><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!UR8D!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!UR8D!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!UR8D!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!UR8D!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!UR8D!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!UR8D!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png" width="1456" height="104" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:104,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:11788,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/188969513?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!UR8D!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 424w, https://substackcdn.com/image/fetch/$s_!UR8D!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 848w, https://substackcdn.com/image/fetch/$s_!UR8D!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 1272w, https://substackcdn.com/image/fetch/$s_!UR8D!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff2f70ccd-1e57-4abb-81d6-7d73d2831fb4_1600x114.png 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p><strong><a href="https://www.optimizely.com/howIAI">Optimizely</a></strong>&#8212;Your AI agent orchestration platform for marketing and digital teams</p><p></p><h3>In this episode, we cover:</h3><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk">00:00</a>) Meet Jesse and her &#8220;after Claw&#8221; life</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=150s">02:30</a>) Layering OpenClaw on top of Obsidian</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=284s">04:44</a>) Logging homeschool lessons automatically</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=432s">07:12</a>) Turning books into a structured curriculum</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=789s">13:09</a>) Using SOUL.md files to give each agent a personality</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=879s">14:39</a>) Running multiple specialized AI agents</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=1003s">16:43</a>) Agent collaboration</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=1099s">18:19</a>) Partitioning data across Mac Minis</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=1620s">27:00</a>) Building a custom YouTube app with AI</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=2220s">37:00</a>) Creating a physical inventory from cupboard photos</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=2460s">41:00</a>) Printing from voice: reducing friction</p><p>(<a href="https://www.youtube.com/watch?v=96Vl8s3EQhk&amp;t=2640s">44:00</a>) Managing agent memory and decision files</p><p></p><h3>Tools referenced:</h3><p>&#8226; OpenClaw: <a href="https://openclaw.ai/">https://openclaw.ai/</a></p><p>&#8226; Obsidian: <a href="https://obsidian.md">https://obsidian.md</a></p><p>&#8226; Slack: <a href="https://slack.com">https://slack.com</a></p><p>&#8226; QuickBooks: <a href="https://quickbooks.intuit.com">https://quickbooks.intuit.com</a></p><p>&#8226; Google Gemini: <a href="https://gemini.google.com/">https://gemini.google.com/</a></p><p>&#8226; Mac Mini: <a href="https://www.apple.com/mac-mini/">https://www.apple.com/mac-mini/</a></p><p></p><h3>Other references:</h3><p>&#8226; Claude Code for product managers: research, writing, context libraries, custom to-do system, and more | Teresa Torres: <a href="https://www.lennysnewsletter.com/p/claude-code-for-product-managers">https://www.lennysnewsletter.com/p/claude-code-for-product-managers</a></p><p></p><h3>Where to find Jesse Genet:</h3><p>X: <a href="https://x.com/jessegenet">https://x.com/jessegenet</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/jessegenet/">https://www.linkedin.com/in/jessegenet/</a></p><p></p><h3>Where to find Claire Vo:</h3><p>ChatPRD: <a href="https://www.chatprd.ai/">https://www.chatprd.ai/</a></p><p>Website: <a href="https://clairevo.com/">https://clairevo.com/</a></p><p>LinkedIn: <a href="https://www.linkedin.com/in/clairevo/">https://www.linkedin.com/in/clairevo/</a></p><p>X: <a href="https://x.com/clairevo">https://x.com/clairevo</a></p><p></p><p>Production and marketing by <a href="https://penname.co/">https://penname.co/</a>. For inquiries about sponsoring the podcast, email jordan@penname.co.</p>]]></content:encoded></item><item><title><![CDATA[How to use AI for your next job interview]]></title><description><![CDATA[Insights from 30+ tech professionals, and a free AI coach to put them into practice]]></description><link>https://www.lennysnewsletter.com/p/how-to-use-ai-in-your-next-job-interview</link><guid isPermaLink="false">https://www.lennysnewsletter.com/p/how-to-use-ai-in-your-next-job-interview</guid><dc:creator><![CDATA[Noam Segal]]></dc:creator><pubDate>Tue, 24 Feb 2026 13:45:06 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!d0dw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>&#128075;  Hey there, I&#8217;m Lenny. Each week, I answer reader questions about building product, driving growth, and accelerating your career. For more: <a href="https://www.lennysnewsletter.com/podcast">Lenny&#8217;s Podcast</a> | <a href="https://www.lennybot.com/">Lennybot</a> | <a href="https://www.youtube.com/@howiaipodcast">How I AI</a></em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.lennysnewsletter.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://www.lennysnewsletter.com/subscribe?"><span>Subscribe now</span></a></p><p><em>P.S. Get a full free year of Lovable, Manus, Replit, Gamma, n8n, Canva, ElevenLabs, Amp, Factory, Devin, Bolt, Wispr Flow, Linear, PostHog, Framer, Railway, Granola, Warp, Perplexity, Magic Patterns, Mobbin, ChatPRD, and Stripe Atlas <a href="https://www.lennysnewsletter.com/subscribe?plan=founding">by becoming an Insider subscriber</a>.</em></p><div><hr></div><p>One of the most frequent questions I&#8217;ve seen bubbling up in this community is how AI is impacting the interview process, both for interviewees and for hiring managers.</p><p>To find out, my Community Research Lead, <a href="https://www.linkedin.com/in/noamsegal/">Noam Segal</a>, interviewed dozens of current and recent job seekers as well as hiring managers to learn how AI is transforming both sides of the hiring process.</p><p>Part 1 of the results from this research (below) focuses on job seekers&#8212;and the approach Noam took here is quite extraordinary. When he started analyzing what he&#8217;d learned, he realized the findings didn&#8217;t condense into tidy advice or tips. The best candidates had built interconnected systems to arm themselves for every step of the interview process. So Noam did something unique with this post: he encoded the results of his research&#8212;the successful techniques from over 30 participants&#8212;into a Claude Code&#8211;based coach you can plug-and-play into your interview process today.</p><p>Once you give it a go, if you have any feedback or suggestions to make this even more useful to you, feel free to email Noam at <a href="mailto:noam@lennyrachitsky.com">noam@lennyrachitsky.com</a> (or ping him in our community Slack, @Noam Segal).</p><p>Let&#8217;s get into it.</p><p><em>For more from Noam, find him on <a href="https://www.linkedin.com/in/noamsegal/">LinkedIn</a>. You can listen to this post in convenient podcast form: <a href="https://open.spotify.com/show/0IIunA06qMtrcQLfypTooj">Spotify</a> / <a href="https://podcasts.apple.com/us/podcast/lennys-reads/id1810314693">Apple</a> / <a href="https://www.youtube.com/@lennysreads">YouTube</a>.</em></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!d0dw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!d0dw!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 424w, https://substackcdn.com/image/fetch/$s_!d0dw!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 848w, https://substackcdn.com/image/fetch/$s_!d0dw!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 1272w, https://substackcdn.com/image/fetch/$s_!d0dw!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!d0dw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png" width="1456" height="970" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:970,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:178065,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/188743435?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!d0dw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 424w, https://substackcdn.com/image/fetch/$s_!d0dw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 848w, https://substackcdn.com/image/fetch/$s_!d0dw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 1272w, https://substackcdn.com/image/fetch/$s_!d0dw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05d5d17e-053e-4b41-bf16-243d1ee4b865_2912x1940.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Logan hadn&#8217;t interviewed for a new job in eight years. He&#8217;d been at one of the hottest companies in San Francisco, been promoted several times, and never felt the need to look elsewhere. When he decided to pursue a senior architect role at Anthropic, he hit a wall experienced engineers know well: interviewing is its own skill. Day-to-day, Logan solved architecture problems with full context and ample time. Interviews required him to grind LeetCode, whiteboard system designs on the spot, and compress years of expertise into rehearsed stories that fit a rubric.</p><p>Normally, preparing for senior engineering loops takes months. Logan had two weeks.</p><p>But Logan got the job. When I asked what mattered most, he pointed to his AI workflows as the primary reason he pulled it off.</p><p>He&#8217;s not alone. I interviewed over 30 tech professionals about how they use AI throughout the interview process. What I found went far beyond polishing resumes. People had built entire systems tailor-made for their own situations: ways to get feedback on what they actually said in interviews, methods to predict questions before walking in, workflows to surface stories they didn&#8217;t know they had. Each person I spoke with had figured out how to use AI for one or two pieces of the interviewing puzzle.</p><p>I started pulling together a research report from these conversations, but I quickly realized that most people on the job market are stressed and anxious enough. The best value I could offer wasn&#8217;t a list of tips but, instead, a way to plug-and-play the hard work these participants have already done. So I changed direction and took every interview AI technique that worked for these participants. Then I added a layer of professional coaching techniques and built a Claude Code&#8211;based coach that guides you through how to prepare for job interviews and reach your peak performance.</p><p>The Interview Coach I&#8217;m offering in this post will give you the critical feedback and real-world reps you need to confidently walk into your next interview room&#8212;and succeed.</p><p>But first, let&#8217;s talk about what&#8217;s broken about interview prep today, and how AI solves it.</p><h2>Interviewing before AI</h2><p>Interview prep hasn&#8217;t changed much in the past decade. You rehearse your stories, maybe run through a mock interview with a friend, and walk into the real thing, hoping everything clicks. But afterward, we&#8217;re left with nothing more than a vague sense of how it went, guessing at what to fix. Companies don&#8217;t tell you why they passed. Your friends and mentors don&#8217;t know what your interviewers were looking for. You&#8217;re prepping blind, and the post-interview experience is mostly confusing. There&#8217;s simply no usable feedback loop in the interview process.</p><p><strong>Of the issues that participants raised in my conversations, three stood out (and all stem from a lack of feedback):</strong></p><ol><li><p><strong>The impostor spiral.</strong> Lindsey, a senior PM who&#8217;d been at the same company for 10 years, sent out applications and heard nothing. &#8220;I started having creeping impostor syndrome,&#8221; she told me. &#8220;Am I actually a good PM? What&#8217;s going on?&#8221; Without feedback, you can&#8217;t tell if it&#8217;s your resume, your approach, your skills, or just bad luck.</p></li><li><p><strong>The blind grind.</strong> Charles spent hours tailoring each resume, hoping to highlight the right experiences. Joan researched companies thoroughly but had no way to know if she was focusing on what interviewers actually cared about. Neither had any signal that their effort was pointed in the right direction.</p></li><li><p><strong>The practice gap.</strong> You can&#8217;t get better at something you only do once every few years. And the common advice&#8212;to interview at companies you don&#8217;t care about to get your reps in&#8212;is bad for everyone.</p></li></ol><h2>How the most successful candidates used AI to close the feedback loop</h2><p>Participants who landed roles at top companies all closed the feedback loop themselves by building AI tools.</p><p>Greg fed his interview transcripts to Claude, trained it on best practices, and got line-by-line feedback on answers he thought went well but didn&#8217;t. Ella built a workflow where she&#8217;d paste a job description alongside her resume and have ChatGPT surface the exact gaps a hiring manager would flag and then help her close them before the review. Sean stopped guessing which experiences to highlight. He&#8217;d simulate the interview beforehand, test which stories landed, and refine them before the real thing.</p><p>Some participants&#8217; systems overlapped; some didn&#8217;t. All took real work to build. The problem: assembling those puzzle pieces for yourself would take weeks, and turning them into a successful system is a challenge most people can&#8217;t or won&#8217;t take on.</p><p>The tool you&#8217;ll find below pulls all that research together into an AI job interview coach that also leverages best-practice coaching techniques&#8212;self-reflection before feedback, powerful questions over prescriptions, co-creation over telling.</p><p>Until now, this level of coaching was reserved for those of us who could afford $300-an-hour career coaches. But even a great coach has limits: they can&#8217;t analyze a full interview transcript in minutes, track your weak spots across every session, or be there at 11 p.m. when you&#8217;re anxious about tomorrow. AI has no such limits, and it&#8217;s essentially free.</p><p><strong>An AI job interview coach:</strong></p><ol><li><p><strong>Is always on.</strong> An AI coach is free, instant, and omnipresent, whenever you need it.</p></li><li><p><strong>Remembers everything.</strong> AI tracks your patterns across sessions, from your weak spots to your standout strengths.</p></li><li><p><strong>Keeps it real.</strong> You can feed call transcripts of your interviews and get feedback on what you said, rather than what you think you said.</p></li></ol><p>So let&#8217;s get you set up with an AI interview coach and help you land your next role.</p><h2>The AI Interview Coach: a free tool to put all this into practice</h2><p>The Interview Coach is a Claude Code project: a set of instruction files that turn Claude into a rigorous interview coach. You run it by opening the project folder, and it takes over from there.</p><p>The coach handles everything that the participants I interviewed were doing (and much more):</p><ol><li><p>Scores your interview responses and tells you exactly what to fix, based on what you said, not what you think you said</p></li><li><p>Runs a quick company research brief (culture, interview style, and whether the role is a fit) before you even have an interview scheduled</p></li><li><p>Generates company-specific prep with predicted questions, story mapping against your story bank, interview format guidance, and likely concerns about your background</p></li><li><p>Runs full mock interviews (4-6 questions, no feedback until the end) and targeted drills that push back, interrupt you, and force you to think on your feet</p></li><li><p>Mines your experience for stories you didn&#8217;t know you had</p></li><li><p>Coaches you on standing out so you don&#8217;t sound like every other candidate who prepped with AI</p></li><li><p>Helps you strengthen weak stories and retire ones that aren&#8217;t landing</p></li><li><p>Debriefs rejections so you learn something from every no</p></li><li><p>Rewrites your weakest answers at interview-winning quality, side by side with the original, so the improvement is concrete&#8212;not just &#8220;add more detail&#8221;</p></li><li><p>Tracks your self-assessment accuracy over time&#8212;the gap between how you think you did and how you actually did</p></li><li><p>Coaches post-offer salary negotiation with exact scripts and fallback language</p></li></ol><h3>Let&#8217;s get it set up (5 minutes)</h3><p>We&#8217;ll use the Claude desktop app to run our AI interviewing coach.</p><p><strong>Here&#8217;s how to get started:</strong></p><ol><li><p>Install the <a href="https://claude.com/download">Claude desktop app</a>.</p></li><li><p><a href="https://github.com/noamseg/interview-coach-skill">Download the project from GitHub</a> (click Code &#8594; Download ZIP and unzip, or Git clone if you prefer).</p></li><li><p>Rename <em>SKILL.md</em> to <em>CLAUDE.md</em> (just right-click &#8594; Rename in your file browser).</p></li><li><p>Open the Claude desktop app. If you&#8217;re already using Claude or Claude Cowork on desktop, you&#8217;ve probably encountered Claude Code. Select the &#8220;Code&#8221; tab.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!PfGb!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!PfGb!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 424w, https://substackcdn.com/image/fetch/$s_!PfGb!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 848w, https://substackcdn.com/image/fetch/$s_!PfGb!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 1272w, https://substackcdn.com/image/fetch/$s_!PfGb!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!PfGb!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png" width="1456" height="1141" 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srcset="https://substackcdn.com/image/fetch/$s_!PfGb!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 424w, https://substackcdn.com/image/fetch/$s_!PfGb!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 848w, https://substackcdn.com/image/fetch/$s_!PfGb!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 1272w, https://substackcdn.com/image/fetch/$s_!PfGb!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d7d5be5-0d67-41f9-be16-4629294e5fe0_1456x1141.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div 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stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div></li></ol><blockquote></blockquote><ol start="5"><li><p>Open the relevant folder.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!FlOJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4798459e-2d2e-4733-a00f-0483cc5c80fa_1456x974.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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src="https://substackcdn.com/image/fetch/$s_!FlOJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4798459e-2d2e-4733-a00f-0483cc5c80fa_1456x974.png" width="1456" height="974" 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srcset="https://substackcdn.com/image/fetch/$s_!FlOJ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4798459e-2d2e-4733-a00f-0483cc5c80fa_1456x974.png 424w, https://substackcdn.com/image/fetch/$s_!FlOJ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4798459e-2d2e-4733-a00f-0483cc5c80fa_1456x974.png 848w, https://substackcdn.com/image/fetch/$s_!FlOJ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4798459e-2d2e-4733-a00f-0483cc5c80fa_1456x974.png 1272w, https://substackcdn.com/image/fetch/$s_!FlOJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4798459e-2d2e-4733-a00f-0483cc5c80fa_1456x974.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div></li><li><p>Type <em>kickoff</em> and your coach will load.</p></li></ol><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!jAik!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!jAik!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 424w, https://substackcdn.com/image/fetch/$s_!jAik!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 848w, https://substackcdn.com/image/fetch/$s_!jAik!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 1272w, https://substackcdn.com/image/fetch/$s_!jAik!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!jAik!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png" width="1456" height="954" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:954,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!jAik!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 424w, https://substackcdn.com/image/fetch/$s_!jAik!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 848w, https://substackcdn.com/image/fetch/$s_!jAik!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 1272w, https://substackcdn.com/image/fetch/$s_!jAik!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7702a026-e95c-49c0-aee7-b1dc3fb26ff1_1456x954.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Claude walks you through the rest, one question at a time.</p><p>The whole setup takes about five minutes, and Claude writes a <em>coaching_state.md</em> file that tracks everything across sessions: your stories, scores, patterns, and progress.</p><p>Need help using the coach? Type <em>help</em> and you&#8217;ll get this:</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!DHUE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!DHUE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 424w, https://substackcdn.com/image/fetch/$s_!DHUE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 848w, https://substackcdn.com/image/fetch/$s_!DHUE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 1272w, https://substackcdn.com/image/fetch/$s_!DHUE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!DHUE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png" width="1456" height="1423" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1423,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:253717,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/188743435?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!DHUE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 424w, https://substackcdn.com/image/fetch/$s_!DHUE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 848w, https://substackcdn.com/image/fetch/$s_!DHUE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 1272w, https://substackcdn.com/image/fetch/$s_!DHUE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d154b64-ad2e-4f82-bd58-12c08fb60c0c_1456x1423.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Let&#8217;s take it for a spin!</h2><p>Once you&#8217;ve run <em>kickoff</em>, everything else works through simple commands. Here&#8217;s how to use the coach for an upcoming interview.</p><h4>Basic setup</h4><ol><li><p><strong>Quick Prep vs. Full System:</strong> Decide if you want to quickly use it for an upcoming interview or want to spend a bit more time setting it up as a comprehensive interview system.</p></li><li><p><strong>Role selection:</strong> Tell it what kind of job you&#8217;re looking for.</p></li><li><p><strong>Feedback directness:</strong> Tell it how direct you want feedback to be (1-5 scale, default: 5).</p></li><li><p><strong>Interview timeline:</strong> Share where you&#8217;re at in the interview process.</p></li><li><p><strong>Interview history:</strong> Share whether you&#8217;ve been interviewing already, how many interviews you&#8217;ve done, and how they&#8217;ve gone.</p></li><li><p><strong>Biggest concern:</strong> Finally, brain dump what&#8217;s stressing you out right now.</p></li></ol><p>At this point, you&#8217;re done with the configuration, and Claude Code will ask to learn about your candidate context. Specifically:</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!bTAE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!bTAE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 424w, https://substackcdn.com/image/fetch/$s_!bTAE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 848w, https://substackcdn.com/image/fetch/$s_!bTAE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 1272w, https://substackcdn.com/image/fetch/$s_!bTAE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!bTAE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png" width="1456" height="619" 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https://substackcdn.com/image/fetch/$s_!bTAE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 848w, https://substackcdn.com/image/fetch/$s_!bTAE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 1272w, https://substackcdn.com/image/fetch/$s_!bTAE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8bdb122d-14b6-4d12-8658-3fb845637bb4_1456x619.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Once you provide these details, Claude Code will write an update to its memory and share a summary:</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!kQ-B!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!kQ-B!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 424w, https://substackcdn.com/image/fetch/$s_!kQ-B!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 848w, https://substackcdn.com/image/fetch/$s_!kQ-B!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 1272w, https://substackcdn.com/image/fetch/$s_!kQ-B!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!kQ-B!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png" width="1456" height="1286" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1286,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!kQ-B!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 424w, https://substackcdn.com/image/fetch/$s_!kQ-B!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 848w, https://substackcdn.com/image/fetch/$s_!kQ-B!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 1272w, https://substackcdn.com/image/fetch/$s_!kQ-B!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1b3e454b-6e67-46da-b839-cb57b0d869fa_1456x1286.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h4>Explore a company early</h4><p>Interested in a company but don&#8217;t have an interview yet? Type <em>research [company name]</em>. Claude pulls together a quick brief on the company&#8217;s culture, interview reputation, and how your background maps to what they typically look for. It&#8217;s a lighter version of prep, useful when you&#8217;re still deciding where to apply or when you want a read on fit before investing in full prep.</p><h4>Prepare for a specific interview</h4><p>In the same conversation where you ran <em>kickoff</em> (or a new one):</p><ol><li><p>Type: <em>prep [company name]</em></p></li><li><p>You&#8217;ll be prompted to attach a job description if there is one and be asked some follow-ups.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NNrS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NNrS!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 424w, https://substackcdn.com/image/fetch/$s_!NNrS!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 848w, https://substackcdn.com/image/fetch/$s_!NNrS!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 1272w, https://substackcdn.com/image/fetch/$s_!NNrS!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NNrS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png" width="1456" height="774" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:774,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!NNrS!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 424w, https://substackcdn.com/image/fetch/$s_!NNrS!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 848w, https://substackcdn.com/image/fetch/$s_!NNrS!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 1272w, https://substackcdn.com/image/fetch/$s_!NNrS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74ce754d-f2a5-44af-950a-b7ebb5629c40_1456x774.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div></li><li><p>Claude Code may request additional information from you. Insider intel is always helpful.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NNmM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NNmM!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 424w, https://substackcdn.com/image/fetch/$s_!NNmM!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 848w, https://substackcdn.com/image/fetch/$s_!NNmM!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 1272w, https://substackcdn.com/image/fetch/$s_!NNmM!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NNmM!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png" width="1456" height="579" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/aa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:579,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!NNmM!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 424w, https://substackcdn.com/image/fetch/$s_!NNmM!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 848w, https://substackcdn.com/image/fetch/$s_!NNmM!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 1272w, https://substackcdn.com/image/fetch/$s_!NNmM!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faa86153b-9db4-4fa6-8660-d68ae1b4c77f_1456x579.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div></li></ol><blockquote></blockquote><p>Claude generates a one-page prep brief with what this company optimizes for (based on the JD and their values), your unique positioning for this specific role, 7 to 10 predicted questions tagged by competency with story mapping (which of your stories to use for each, and where the gaps are), likely concerns about your background with one-sentence counters, a culture read on what this company rewards in interviews, and questions for you to ask them.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!VsXz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!VsXz!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 424w, https://substackcdn.com/image/fetch/$s_!VsXz!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 848w, https://substackcdn.com/image/fetch/$s_!VsXz!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 1272w, https://substackcdn.com/image/fetch/$s_!VsXz!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!VsXz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png" width="1456" height="1202" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1202,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!VsXz!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 424w, https://substackcdn.com/image/fetch/$s_!VsXz!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 848w, https://substackcdn.com/image/fetch/$s_!VsXz!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 1272w, https://substackcdn.com/image/fetch/$s_!VsXz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32ad1906-9db6-4e0b-b301-476070a9bd7a_1456x1202.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>During prep, you can optionally share LinkedIn profile URLs for your interviewers. The coach needs actual LinkedIn URLs; names alone aren&#8217;t reliable enough due to false-match risk. You can include the URLs up front or provide them when the coach asks.</p><p>For each interviewer, the coach produces an &#8220;Interviewer Intelligence&#8221; card covering: their functional lens, career path signals, recent public interests, what you have in common, predicted focus areas, rapport hooks, and watch-for signals (likely interviewing style based on seniority and function). Each card includes a confidence rating so you know how much to rely on it.</p><p>If you have a story bank, the coach also maps specific stories to each interviewer&#8212;which story to deploy for which person and why. This interviewer intel then flows into other commands: <em>mock</em> calibrates its persona to match the interviewer, <em>hype</em> references their likely focus area, <em>thankyou</em> personalizes your notes, and <em>questions</em> tailors rapport-building questions.</p><h4>Analyze an interview you just had</h4><p>Record your interviews using a tool like <a href="https://granola.ai">Granola</a> (available as part of <a href="https://lennysproductpass.com/">Lenny&#8217;s Product Pass</a>) or built-in transcription within Zoom or Google Meet. Then:</p><ol><li><p>Paste your transcript into the chat</p></li><li><p>Type: <em>analyze</em></p></li></ol><p>Claude starts by asking how you think it went. Which answers felt strong? Which felt off? Then it scores each answer on five dimensions: substance, structure, relevance, credibility, and differentiation, on a 1-5 scale.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!FmYc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!FmYc!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 424w, https://substackcdn.com/image/fetch/$s_!FmYc!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 848w, https://substackcdn.com/image/fetch/$s_!FmYc!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 1272w, https://substackcdn.com/image/fetch/$s_!FmYc!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!FmYc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png" width="1456" height="601" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:601,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!FmYc!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 424w, https://substackcdn.com/image/fetch/$s_!FmYc!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 848w, https://substackcdn.com/image/fetch/$s_!FmYc!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 1272w, https://substackcdn.com/image/fetch/$s_!FmYc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd50a0e0c-a921-44c2-ba9c-3b042700c5c0_1456x601.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>After scoring, it triages: identifies your primary bottleneck, diagnoses the root cause (narrative hoarding? conflict avoidance? status anxiety?), and branches the coaching accordingly. You get a delta sheet with what&#8217;s working, what to fix, and which stories to sharpen or retire. If you want, it&#8217;ll also give you a side-by-side rewrite of your weakest answer, bringing it up to a quality rating of 4-5.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Q5l3!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Q5l3!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 424w, https://substackcdn.com/image/fetch/$s_!Q5l3!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 848w, https://substackcdn.com/image/fetch/$s_!Q5l3!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 1272w, https://substackcdn.com/image/fetch/$s_!Q5l3!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Q5l3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png" width="1456" height="886" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/ecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:886,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:76593,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.lennysnewsletter.com/i/188743435?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Q5l3!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 424w, https://substackcdn.com/image/fetch/$s_!Q5l3!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 848w, https://substackcdn.com/image/fetch/$s_!Q5l3!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 1272w, https://substackcdn.com/image/fetch/$s_!Q5l3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fecbdbe01-8cd4-4869-8d1b-96b877e570af_1456x886.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" style="height:20px;width:20px" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Then it asks which growth area feels most within your control to change by the next interview. You pick what to work on. This builds the kind of self-awareness that actually shows up in the room.</p><p>Over time, it tracks the gap between your self-ratings and the coach&#8217;s scores. If you consistently rate your structure higher than it actually is, the coach names that pattern. This calibration&#8212;knowing where your blind spots are&#8212;is often more valuable than any individual score.</p><h4>Go deeper: Build a system that compounds</h4><p>The commands above handle one interview at a time. The commands below, which also come with the coach, build a system across your entire job search.</p><ol><li><p><strong>Build your story bank.</strong> Type <em>stories</em>. Claude uses reflective prompts to surface career stories you might overlook. Questions like &#8220;When were you at your best at work? What made it different?&#8221; and &#8220;What&#8217;s a decision you&#8217;d make differently with hindsight?&#8221; It indexes each story by skill, impact, and strength. Most people discover they have more usable material than they thought. Once you have at least 8 stories, you can run a rapid-retrieval drill: Claude throws 10 interview questions at you in rapid succession, and you have 10 seconds per question to name the right story and deliver your opening line. A well-organized story bank is useless if you can&#8217;t access it under pressure.</p></li><li><p><strong>Practice under pressure.</strong> Type <em>practice</em>. Choose from eight drill types in progression order: constraint drills at 30 seconds, 60 seconds, 90 seconds, and 3 minutes (<em>practice ladder</em>), handle skepticism and &#8220;so what?&#8221; pressure (<em>practice pushback</em>), redirect when a question doesn&#8217;t match your prep (<em>practice pivot</em>), handle &#8220;I don&#8217;t have an example for that&#8221; moments (<em>practice gap</em>), face role-specific specialist scrutiny (<em>practice role</em>), manage multiple interviewer personas (<em>practice panel)</em>, high-pressure simulation (<em>practice stress</em>), or rapid-fire story matching under time pressure (<em>practice retrieval</em>). Drills are gated: you advance when you hit scoring thresholds, not just when you feel ready. After each round, Claude asks what you&#8217;d rate yourself before sharing your scores&#8212;strengths first, then gaps, then one specific change for the next round.</p></li><li><p><strong>Run mock interviews.</strong> Type <em>mock behavioral Stripe</em> (or whatever format and company you&#8217;re prepping for). Unlike drills, which build individual skills, mocks simulate a complete 4- to 6-question interview. Claude delivers questions one at a time with no feedback between them. At least one question targets a known gap in your story bank. <br><br>Afterward, you get holistic arc feedback: how your energy shifted across questions, whether you reused stories, how you adapted to interviewer cues, and where you were strongest and weakest across the full session. Individual drills build skills. Mocks test the whole package.<br><br>Please note that this is the most limited feature of the coach. Interview processes differ across companies, and interviews are changing. There&#8217;s no way to support all interview types. Therefore, the coach elicits as much information as possible from you and tries to be helpful, with clear caveats. <br><br>If you&#8217;re in product, I highly recommend reading Ben Erez&#8217;s <a href="https://www.lennysnewsletter.com/p/the-definitive-guide-to-mastering">product sense</a> and <a href="https://www.lennysnewsletter.com/p/the-definitive-guide-to-mastering-f81">analytical thinking</a> articles, or check out his <a href="https://www.benerez.com/copilot/lenny">PM interview copilot</a>.</p></li><li><p><strong>Stand out.</strong> Type <em>stories</em>. Beyond building your story bank, Claude coaches you on differentiation so you don&#8217;t sound like every other candidate who prepped with AI. It extracts &#8220;earned secrets&#8221; from your experience (insights you can only claim because you lived them), sharpens your point of view, and helps you retire stories that aren&#8217;t landing.</p></li><li><p><strong>Anticipate concerns.</strong> Type <em>concerns</em>. Claude asks what concerns you expect the interviewer to have, validates the ones you got right, and surfaces the ones you missed&#8212;each with counter-evidence and the best story from your story bank to deploy.</p></li><li><p><strong>Prepare questions to ask.</strong> Type <em>questions</em>. Claude generates 5 tailored, non-generic questions&#8212;each with why it&#8217;s strong, who to ask it to, what the interviewer might ask back, and a prepared response for the reversal.</p></li><li><p><strong>Track your progress.</strong> Type <em>progress</em>. Claude asks what patterns you&#8217;re noticing before showing you the data: which competencies are improving, where you&#8217;re stagnant, and what to drill next. It closes by asking what you&#8217;ve learned about yourself as a communicator, because that self-knowledge is what transfers to the interview room.</p></li><li><p><strong>Before you walk in.</strong> Type <em>hype</em>. Claude generates a 60-second hype &#8220;reel&#8221; (your biggest wins and strongest metrics, formatted to read aloud), a 3x3 sheet (3 likely concerns with counters, plus 3 questions to ask), a 10-minute physical and mental warmup routine, and mid-interview recovery scripts for when you bomb an answer or get a question you have no story for.</p></li><li><p><strong>Send a strong follow-up.</strong> Type <em>thankyou</em> after an interview. Give it context on what you discussed, and it drafts a thank-you note that reinforces your strongest moments from the conversation.</p></li><li><p><strong>Negotiate your offer.</strong> Type <em>negotiate</em> after you get an offer. Share the details, your ideal outcome, and your walk-away point. Claude helps you interpret the market data you bring (from sources like Levels.fyi and Glassdoor), identifies the most negotiable components, and gives you exact scripts&#8212;not just strategy, but the specific words to say, including fallback language for when they push back.</p></li><li><p><strong>After a rejection.</strong> Type <em>debrief</em>. Tell Claude what happened, and it runs a structured debrief to extract what you can learn and carry forward, including what proof points to reinforce and what questions to ask the recruiter.</p></li><li><p><strong>Done with your job search</strong>? Type <em>reflect</em>. Whether you accepted an offer or decided to stay put, Claude runs a retrospective on your full journey: what improved, what patterns persisted, what you learned about yourself as a communicator, and what to carry into your next role when the time comes.</p></li></ol><h2>One more thing: Make the coach yours</h2>
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