Kubernetes Deploy Manifest Review

When to use

Invoke when shipping a workload to Kubernetes for the first time, when the workload's manifests are being changed materially, or when reviewing inherited manifests for production-readiness. Do not invoke for non-Kubernetes deployments.

Inputs

• Container image reference (registry + tag/digest).
• Workload type (stateless service assumed; stateful workloads need extra design).
• Replica count, expected resource usage (CPU/memory), HPA targets.
• Network model: which namespaces and external services this workload may reach.

Output contract

Generated or reviewed manifests MUST conform to: