Deployment Playbooks

Bring automation pipelines to production with staged rollouts.

Blue/green promotion

Deploy new agents behind feature flags, mirror traffic, and cut over once guardrails stay green.

Rollback strategy

Bundle checkpoints with configuration bundles so reverting is a single CLI command.

Runtime monitoring

Use DeepBox hooks to push latency, accuracy, and drift stats into your preferred observability stack.