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Technical case study

Enterprise Observability Rollout

Production microservices had fragmented metrics and logs, slowing incident response. I led rollout of Prometheus, Grafana, ELK, and PagerDuty alerting across distributed services.

No public repository - presented as a technical case study.

Problem and constraints

Metrics and logs were fragmented across services, which slowed detection and lengthened incident resolution.

Role and ownership

Led observability rollout and alerting patterns across distributed production services.

Key engineering decisions

  • Consolidate on Prometheus/Grafana for metrics with ELK and CloudWatch for logs
  • Wire PagerDuty so on-call routes to actionable alerts rather than noisy thresholds

Tradeoffs and alternatives

  • Enterprise tooling constraints limited a single-vendor stack; multi-tool integration was required
  • Public code cannot be shared; this remains a technical case study without an open repository

Reliability, deployment, and observability

Dashboards and alert routes aim to reduce MTTD/MTTR; runbooks and on-call practices accompany the tooling.

Results and lessons

  • Unified visibility across service boundaries
  • Earlier detection and clearer ownership in support of lower MTTR

Technologies

PrometheusGrafanaDatadogELK StackAWS CloudWatchPagerDuty