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When AI Tools Fail (and When They Don't)
Built a structured AI development workflow with 11 custom agents, 14 skills, and governance framework that evolved over 5.5 months on a production Flutter app.
Built structured AI governance: 11 agents, 14 skills, 8 commands
30+ AI-co-authored commits held to same quality bar: 703 tests passing
Mapped AI effectiveness boundary across 4 project phases
13 AI-generated branches verifiable in git
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