Strategy optimization proposals

Roadmap

Auto-tune strategies and emit reviewable change proposals with expected lift.

Status

On the roadmap

This capability is designed and planned as part of the headless routing readiness work. The shipped strategies above are available today; this one is on the way.

How it works

Auto-tuning runs search a bounded, auditable parameter space against an objective with guardrails, protected cohorts, and fairness floors, then emit reviewable change proposals with expected lift, guardrail evidence, risk level, and rollout/rollback plans.