Stop Vibe Coding, Start Architecting! Our AI Workflows

<p>Everyone&#39;s vibe coding their way to broken software. More AI doesn&#39;t fix a bad foundation, it just makes the mess louder and faster! You&#39;ve been told AI makes you 10x more productive. So why does it feel like you&#39;re drowning?</p><p>In this episode, Danny Thompson, Leon Noel, and GitKraken&#39;s Chris Griffing and Jeremy Castile break down what AI workflows actually look like at a senior level, the context docs, the architecture guardrails, the multi-agent orchestration, and the research data behind why 84% of developers feel more productive (and why the other 16% are probably doing it wrong).</p><p>Plus: the one thing Danny does after every successful AI session that multiplies the value of every token he&#39;s ever spent.</p><p><br></p><p>Check out GitKraken at https://www.gitkraken.com/</p><p>Follow Jeremy Castile! https://www.linkedin.com/in/jeremycastile/</p><p>Follow Chris Griffing</p><p>https://www.linkedin.com/in/cmgriffing/</p><p>https://x.com/cmgriffing</p><p>Get The Developers Guide To AI here! http://developersguide.ai/</p><p><br></p><p>✅ If you made it to the end, comment: “Shine bright like a GitHub Star!” so we know who is a real one!</p><p><br></p><p>https://www.commityourcode.com/</p><p>Come to CYC!</p><p><br></p><p>Get The Developers Guide To AI here!</p><p>http://developersguide.ai/</p><p><br></p><p>Stay in Touch:</p><p>📧 Have ideas or questions for the show? Or are you a business that wants to talk business?</p><p>Email us at dannyandleonspodcast@gmail.com!</p><p><br></p><p>Danny Thompson</p><p>https://x.com/DThompsonDev</p><p>https://www.linkedin.com/in/DThompsonDev</p><p>www.DThompsonDev.com</p><p><br></p><p>Leon Noel</p><p>https://x.com/leonnoel</p><p>https://www.linkedin.com/in/leonnoel/</p><p>https://100devs.org/</p><p><br></p><p>📧 Have ideas or questions for the show? Or are you a business that wants to talk business?</p><p>Email us at dannyandleonspodcast@gmail.com!</p><p>00:00 AI Amplifies Whatever Workflow You Already Have</p><p>01:29 Meet the Hosts &amp; Guests</p><p>02:37 What AI Tools Are We Actually Using?</p><p>06:07 Danny&#39;s Architecture-First Approach</p><p>10:19 Leon&#39;s Burnout Warning &amp; Workflow Honesty</p><p>12:00 What AI Has Unlocked (and What It Hasn&#39;t)</p><p>17:43 GitKraken&#39;s Research: The Code Churn Problem</p><p>19:41 84% of Developers Feel More Productive — Here&#39;s Why</p><p>21:52 The Three Cohorts: Assistive → Emerging → Agent Native</p><p>23:32 Leon&#39;s Raw Take: Middle Manager Extreme</p><p>25:09 The Bottleneck Has Shifted (It&#39;s No Longer the Code)</p><p>27:12 GitKraken Kepler: The Agentic Development Environment</p><p>30:57 Managing Multiple Agents Like a Team</p><p>33:29 How Do You Stay Updated Across All Your Agents?</p><p>36:45 Is This For Everyone or Just Enterprise?</p><p>39:27 Danny&#39;s #1 Tip: The Context Doc Strategy</p><p>42:22 How to Fight Context Rot</p><p>46:17 Git Workflow When Running Multiple Agents</p><p>49:50 Structured Files: Code Standards, UI Docs, Deviation Files</p><p>51:15 Question of the Day: Which AI Tool Would You Miss Most?</p><p>57:01 Closing</p><p><br></p>