rollout

Protect running work, validate a supported upgrade bundle, and expand through measured cohorts with a tested recovery path.

Build a week around release gates and dependencies. Budget artifact transfer, validate the exact runtime path, measure the intended workload, and size the canary evidence before promising full rollout.

A minor revision can change weights, encoding or response behavior. Compare pinned deployment bundles, evaluate task slices, monitor a representative canary and keep enough capacity to restore the old service.

Compare the output of a speculative round with drafting and verification cost. Work the break-even condition, then design a measured rollout with memory and correctness checks.