Outcomes
Outcomes
- Rank provider candidates with EWMA, confidence, and recency posture.
- Keep minimum observations and score floors before routing changes.
- Write operational outcomes back into memory and eval scorecards.
Workflow
Route providers with evidence, not vibes.
Nina can order provider hints from scorecards when live execution is enabled, while retaining candidate constraints from the recipe and workflow.
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Proof points
Proof points
- Ranking applies Bayesian prior and recency decay instead of raw last-run score.
- Generate steps record routing evidence in step results.
- Provider outcome evidence can become future routing input.
Operator checklist
What a serious implementation should verify
- Require minimum observations before routing dominance.
- Keep recipe provider routes as allowed candidates.
- Record cost, latency, provider, and capability outcome.
- Reconcile provider spend after execution.