Stop Vibe Coding, Start Architecting! Our AI Workflows

Everyone's vibe coding their way to broken software. More AI doesn't fix a bad foundation, it just makes the mess louder and faster! You've been told AI makes you 10x more productive. So why does it feel like you're drowning? In this episode, Danny Thompson, Leon Noel, and GitKraken'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). Plus: the one thing Danny does after every successful AI session that multiplies the value of every token he's ever spent. Check out GitKraken at https://www.gitkraken.com/ Follow Jeremy Castile! https://www.linkedin.com/in/jeremycastile/ Follow Chris Griffing https://www.linkedin.com/in/cmgriffing/ https://x.com/cmgriffing Get The Developers Guide To AI here! http://developersguide.ai/ ✅ If you made it to the end, comment: “Shine bright like a GitHub Star!” so we know who is a real one! https://www.commityourcode.com/ Come to CYC! Get The Developers Guide To AI here! http://developersguide.ai/ Stay in Touch: 📧 Have ideas or questions for the show? Or are you a business that wants to talk business? Email us at dannyandleonspodcast@gmail.com! Danny Thompson https://x.com/DThompsonDev https://www.linkedin.com/in/DThompsonDev www.DThompsonDev.com Leon Noel https://x.com/leonnoel https://www.linkedin.com/in/leonnoel/ https://100devs.org/ 📧 Have ideas or questions for the show? Or are you a business that wants to talk business? Email us at dannyandleonspodcast@gmail.com! 00:00 AI Amplifies Whatever Workflow You Already Have 01:29 Meet the Hosts & Guests 02:37 What AI Tools Are We Actually Using? 06:07 Danny's Architecture-First Approach 10:19 Leon's Burnout Warning & Workflow Honesty 12:00 What AI Has Unlocked (and What It Hasn't) 17:43 GitKraken's Research: The Code Churn Problem 19:41 84% of Developers Feel More Productive — Here's Why 21:52 The Three Cohorts: Assistive → Emerging → Agent Native 23:32 Leon's Raw Take: Middle Manager Extreme 25:09 The Bottleneck Has Shifted (It's No Longer the Code) 27:12 GitKraken Kepler: The Agentic Development Environment 30:57 Managing Multiple Agents Like a Team 33:29 How Do You Stay Updated Across All Your Agents? 36:45 Is This For Everyone or Just Enterprise? 39:27 Danny's #1 Tip: The Context Doc Strategy 42:22 How to Fight Context Rot 46:17 Git Workflow When Running Multiple Agents 49:50 Structured Files: Code Standards, UI Docs, Deviation Files 51:15 Question of the Day: Which AI Tool Would You Miss Most? 57:01 Closing