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The 72-Hour App: Why AI Coding Productivity Is a Systems Problem
Shipping production software with AI agents in 72 hours is not a model problem. It's a systems problem. Here's the three-layer loop (rules, hooks, memories) that makes it possible.
AIClaude CodeProduct EngineeringDeveloper Tools
The Confirmation Bias Surrounding LLMs for Code Generation
A lot of engineers have concluded LLMs aren't ready for production. Most of them optimized for failure. Here's what changed when I stopped doing that.
AIClaudeClaude CodeProduct Engineering