Engineering
Opus 5 effort belongs in the release configuration
Version model ID, thinking state, effort, output budget, endpoint, and fallback policy together, then evaluate that tuple across quality, completion, latency, turns, and cost.
Super Genius Labs Editorial · Aug 6, 2026 · 5 min readEngineeringFrom agent traces to release decisions
A production trace becomes release evidence only after scoring, review, regression, and an explicit decision. Automated evaluation contributes evidence, not proof of correctness.
Super Genius Labs Editorial · Aug 3, 2026 · 4 min read