How AI Is Rewriting the Way Engineers Work
Description
Vibe coding isn’t just a new buzzword—it’s a complete shift in how engineering teams build, ship, and think. Zach Wills, Director of Engineering at Luxury Presence, joins to share how his team is rewriting the rules of software delivery using AI-assisted workflows. From Greenfield experiments to Brownfield transformations, Zach breaks down the frameworks, lessons, and mindset shifts reshaping what it means to be an engineer.
Key Takeaways
Why vibe coding feels less like automation and more like a new management skill for engineers
The real differences between Greenfield and Brownfield AI-assisted projects—and how to avoid the biggest traps
How “trusting the autonomous loop” became a core principle for speed and quality
The cultural shift that happens when developers stop typing every line of code
Why teams that embrace AI early will outpace their competition, not replace their people
Timestamped Highlights
02:20 — The moment vibe coding clicked and how it compressed days of work into hours
06:45 — Testing AI in a five-year-old codebase with tens of thousands of commits
10:45 — Engineers are becoming more like managers of autonomous agents
14:40 — The hidden emotional impact of giving up “manual” coding
17:30 — Inside Zach’s eight-rule framework for productive AI workflows
25:25 — Why SDLC as we know it is breaking apart—and what replaces it
30:00 — Why fearing AI misses the point entirely
Memorable Line
“If AI can do something I was doing yesterday, I never want to do that thing again. My value comes from what only I can do.”
Pro Tip
Start small but think organizationally. Train your engineers to lead AI, not just use it. The biggest unlock isn’t speed—it’s mindset.
Call to Action
If this conversation sparked new ideas about how your team could work smarter, follow The Tech Trek wherever you listen and connect with Amir on LinkedIn for more behind-the-scenes insights.























