Accept-driven development or let's understand our code again

▤ Summary

The piece discusses "accept-driven development," a workflow where developers approve AI-generated code without fully understanding it. It argues for building deterministic learning skills that trigger after meaningful code changes so developers can verify their understanding. The article emphasizes reliable hooks, mechanical change thresholds, and narrow debriefs focused on real diffs, edge cases, and design choices. It also proposes a lightweight registry and log to track recurring weak spots and eventually retire skills that no longer add value.

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