mirrord runs an agent's process against real cluster state without deploying.

mirrord lets a process on your machine, or inside an agent's environment, behave as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic. For agents writing and testing cloud services, it collapses the build-deploy-test loop so the agent validates against live cluster context locally before shipping. It now explicitly markets the AI-agent-environment use case. This is the verifiability principle made concrete, give your agent a faster, more realistic feedback loop and it can self-correct before anything reaches production.