Docker Agent project highlights AI team orchestration and security configuration

A developer tested Docker's open-source Docker Agent runtime by creating a weekend project called 'release-gate-crew'. The project used four AI agents to review container and CI configurations before service releases, producing PASS/BLOCK reports. Docker Agent allows teams to define agent teams, tools, and guardrails in a single configuration file that can be reviewed like infrastructure. The developer discovered and documented a permissions trap in the system while testing example rules. The tool works with multiple AI providers and is available in Docker Desktop 4.63+ or as a standalone binary.