Autoheal

Engineering teams increasingly rely on AI coding agents, yet the work after the commit — incident response, vulnerability remediation, release readiness, and AI coding cost control — still consumes scarce senior-engineer time. Autoheal gives platform engineering teams a cloud-hosted factory where they build, run, and govern worker agents for these repetitive post-coding workflows.

Its closed-loop Evaluator scores every agent run against downstream signals, and a Healer agent opens pull requests that turn weak runs into improved skills, context, and model choices, so each run compounds shared engineering knowledge. Sovereign BYOC and air-gapped deployments inside the customer's security boundary distinguish it from laptop-bound coding agents that lack shared, continuously improving context.