
aiengineeringprocess
AI-Generated Code That Passes Tests and Still BreaksCompliance
In a regulated codebase, a passing test suite is not a compliance check. AI writes code that works and violates rules nobody encoded as a test.
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In a regulated codebase, a passing test suite is not a compliance check. AI writes code that works and violates rules nobody encoded as a test.

AI makes code cheaper, not outcomes easier. The real change is structural: how engineering teams make decisions, set standards, and define seniority.

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