kaizen

Run the full integration test suite

Resume from last checkpoint — show progress, cluster state, next actions

Deploy Kaizen components with safety checks and validation

Development workflow for Kaizen - branching, commits, testing

Launch autonomous overnight build session with Ralph Wiggum

Emergency rollback for Kaizen deployments

Check Kaizen system health across all nodes and services

Pre-commit validation suite for manifests, scripts, and configs

Full cluster state audit. Use when asked for cluster status, health check, or infrastructure audit. Produces comprehensive report of all nodes, pods, services, PVCs, GPUs, and issues.

Deploy or redeploy an inference model on the cluster. Use when asked to deploy, update, or restart a model.

Check GPU allocation and utilization across all nodes. Use when asked about GPUs, VRAM, or model capacity.

Run E2E memory pipeline test — embed text, store in Qdrant, search and retrieve. Use to validate the memory system is working.

Kaizen infrastructure management. Use when working on Kubernetes manifests, Talos configuration, Flux GitOps, or cluster operations. Triggers on: k8s, kubernetes, flux, talos, cluster, node, deployment, helm, kustomize.