Kubernetes · Improve

Improve Kubernetes Platform

Correct the selected rendered workload or rollout behavior for its actual environment and dependent resources.

MCP library 1.6.1 · Instruction library 1.6.1 · English technical instructions

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Use this workflow

Connect Vibe Coding Library to a coding agent that supports MCP over Streamable HTTP. Choose Other / MCP agent for a neutral prompt, or a ready-made Codex or Claude Code invocation. Add your task details below.

Goal

Correct the selected rendered workload or rollout behavior for its actual environment and dependent resources.

Domain rules

  • Modify the environment's actual source of truth—chart, kustomization, operator CR, or manifest—not a generated copy unless generation is authoritative.
  • Separate startup, readiness, and liveness intent; preserve graceful drain and allow enough termination time for the measured shutdown path.
  • Keep selectors immutable-compatible and coordinate service, policy, autoscaling, disruption, and workload changes as one rollout slice.
  • Use least-privilege RBAC and pod security settings; do not solve connectivity by removing policies or granting cluster-wide permissions.
  • For risky schema/state changes, use a staged rollout and explicit rollback/forward-fix condition rather than assuming Deployment rollback restores data compatibility.

Validation

  • Run repository-native render/schema/policy checks and inspect the complete rendered delta for the target environment.
  • Where a cluster is available and access is authorized, use suitable dry-run/diff checks and observed rollout, endpoint, event and metric evidence. An actual apply is a separate authorized mutation.
  • Test startup delay, dependency unavailability, SIGTERM/drain, unavailable replica, node disruption, and rollback compatibility as applicable.

Correct the maintained target source and render the complete affected resource set before runtime verification. Preserve selector/reference consistency and the actual rollout/data transition; Deployment rollback does not restore incompatible data by itself. Feed the rendered candidate and selected availability/recovery scenario to the rollout check, repair failures at their owner and finish Patch Checking once supported.

Workflow ID: kubernetes-platform-polish · View the versioned source · Shared workflow and authority rules