514-production-rollout-plan

Plan a safe production rollout by generating a stage-based plan covering setup, migration planning, and review to enforce validation, backfill, and cutover guardrails. This reduces risk and downtime by flagging destructive schema changes and dependency blockers.

Validate migration artifacts by checking them against migrations/plan.yaml and remote_state.json. The rollout process enforces compatibility with the migration schema at .moose/migration_schema.json to ensure safe deployment and prevent errors.

Backfill planning works by generating explicit steps and guardrails within the rollout plan to minimize data loss and downtime. It coordinates the cutover process to ensure data integrity when shipping schema or model changes.

Yes, you can use this rollout plan for query optimizations in Moose projects. It resolves the target deployment and produces a concrete plan with validation gates and awareness of downstream dependencies for shipping query changes safely.

Limitations arise when shipping destructive schema changes as the rollout plan actively flags them as blockers. It enforces artifact validation against the remote state and migration schema to prevent unsafe deployments and dependency conflicts.