October 19, 2026
Test Claude Code hooks as behavior contracts
I explain why natural-language hooks need adversarial regression tests and where deterministic controls must enforce policy outside the agent.
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October 19, 2026
I explain why natural-language hooks need adversarial regression tests and where deterministic controls must enforce policy outside the agent.
Read article
October 13, 2026
A repo-scale coding agent needs defined checks, evidence to return, and clear points where human judgment takes over.
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