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
