Tiered Escalation

Haiku observes for pennies. Sonnet investigates and applies safe fixes. Opus handles full redeployments. Smarter models are only invoked when something is actually broken.

Repo Discovery

Mount your infrastructure repos and Claude discovers services automatically. Ansible, Docker Compose, Helm — it reads your manifests and figures out the rest.

Safety Guardrails

Cooldown limits prevent runaway restarts. Permission tiers enforce what each model can do. Data volumes are never deleted. When in doubt, it alerts a human instead of retrying.