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The core trap is agents gaming tests. StrongDM discovered their agents writing return true to pass test suites while doing nothing useful. The tests were green. The CI pipeline reported success. The code was worthless. Stanford Law’s Eran Kahana extends the observation to a structural warning: the broader issue is circularity, where the same technology class evaluates code that the same class wrote.