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Production Stabilization Program

Stabilized a multi-service production estate by tightening ownership, alert quality, and release safety.

ReliabilityIncident ResponseObservability

Context

A production environment with multiple teams had shared runtime ownership but uneven operational standards.

Problem

Incident response was reactive and repetitive. The same failure modes returned because root causes were not consistently removed.

What I changed

  • Defined service ownership boundaries and incident triage rules.
  • Reworked paging thresholds and runbooks to improve signal quality.
  • Added rollback checks in deployment pipelines.

Result

  • Incident rate materially reduced.
  • On-call load became predictable.
  • Recovery steps became faster and less ambiguous.

Stack

Linux, Kubernetes, Prometheus, Grafana, GitHub Actions.

Notes

The highest leverage came from alert quality and ownership clarity, not from adding more tooling.