What I've Learned

Practical insights from building products, scaling teams, and embracing AI

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Vibe Coding with AI: Why Planning Still Matters
AI Development Sep 30 12 min

Vibe Coding with AI: Why Planning Still Matters

Vibe coding with AI gets you to 80% fast, then stalls. Why planning still matters, and how having AI document its own work keeps your codebase consistent.

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Travis Sutphin

Principal engineer. 25+ years building software.

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AI Project Stuck at 80%? How to Finish and Ship It
AI Development Sep 21 8 min

AI Project Stuck at 80%? How to Finish and Ship It

Why AI projects get stuck at 80%: the five blockers behind the last 20%, how to tell if your project is really stuck, and two practical paths to ship it.

TS

Travis Sutphin

Principal engineer. 25+ years building software.

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