SoloHard50mPro Scenario
Green Dashboards, Broken Answers
A faster, cheaper candidate returns successful but incorrect answers. Investigate paired outputs and evaluation provenance, contain the rollout within fallback capacity, repair slice-level promotion and routing, and verify quality plus service outcomes using deterministic CPU evidence.
Skills you'll prove
pythoninference-engineeringrelease-safetyevaluationincident-responsequantization