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Extending coding agents into production operations with kubectl

Once teams trust an agent in code review, the next step is usually read-heavy operational work in staging and Kubernetes.

Common stack: claude-code, goose, kubectl

Outcomes

  • Faster incident triage
  • More repeatable cluster checks
  • Better handoff between coding and ops
Extending coding agents into production operations with kubectl