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Transcript diff (pnpm eval:diff) shows with/without outputs with ANSI-highlighted signals — green for matched methods, red for hallucinations, yellow for anti-patterns. Calibration (pnpm eval:calibrate) compares scorer ship/no-ship decisions against human labels with 80% agreement gate integrated into --fail-on-regression (requires 10+ labels to activate).
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