The tool creates a bridge between a local development environment and a live Kubernetes cluster, allowing AI coding agents to execute code with real service responses, queue contents, and environment variables. It mirrors the local process into a remote pod, intercepting network traffic, DNS, and filesystem access. mirrord ships as a VS Code extension, IntelliJ plugin, and CLI, enabling agents to test changes against deployed infrastructure without actual deployment.