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Turn lessons into controls

Move repeated correctness work out of human memory and into gates with proven failure paths.

Principle

A convention asks for care. A control makes the unsafe path observable or impossible.

01 · Production stories

See the failure before the pattern

02 · Put it to work

Copy the control, then adapt it

03 · Proof

What this pattern is grounded in

Proof items describe real findings or working controls. Sanitized and reconstructed examples say so explicitly. They are evidence for the lesson, not universal guarantees.

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