Let Claude Code Improve Itself Unattended — An Autopilot That Uses Cost to Stop Runaways

This is the 8th installment in my "Claude Code environment" series. In the article on turning...

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The Shape of Failure: Before You Blame the AI

AI projects rarely fail at a single point. Here is how data contracts, agent boundaries, property-based testing, and mutation testing reveal where failure actually enters the syste...