How to Calibrate a Content Quality Gate Without Overfitting It

A quality gate is only useful if it rejects the right drafts for the right reasons. If it gets too strict, it blocks good work. If it gets too loose, it becomes theater. The fix is to calibrate the gate against failure buckets, not vibes. How to cali...