software-engineering-discipline

Engineering discipline for AI coding agents working on maintained code. Apply when implementing features, fixing bugs, refactoring, reviewing code, or designing and evaluating tests or coverage. Calibrates scope, abstraction, contracts, risk-based test strategy, and hard safety limits; requires verified APIs and executed checks instead of guesses.

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