The trend layer on top of gold-standard QA

Most annotation platforms already run honeypot tasks — that part isn't new. What they don't do is model the trend across those checks per worker, per session, to tell "one bad guess" apart from a fatigue curve heading toward a bad batch. We sit on top of your existing gold-standard checks and read the slope, not just the score.