Developer Kit

K8s Manifest Generator

Generates complete Kubernetes manifests from a service description with resource limits, probes, autoscaling, services, and ingress configured. Useful for shipping production-grade K8s deployments without manifest hand-crafting. Platform engineers and SREs deploying new services to Kubernetes, tech leads at companies standardizing their manifest patterns, startup CTOs without a dedicated DevOps hire. A manifest that "works" often ships without the production-critical pieces: distinct liveness and readiness probes, realistic resource limits (not just requests), a sensible autoscaling profile, a non-root security context, pod disruption budgets, and an image pull policy that matches the image tag strategy. AI-generated manifests routinely skip one or more of these. A structured generator produces production-grade YAML that survives a real incident.