Design, develop, and operate low-latency, event-driven services end to end (API through storage) utilizing resilience patterns, progressive delivery (blue/green, canary, feature flags), GitOps workflows (Argo CD/Flux), and safe rollout/rollback strategies. Own service reliability and operability end to end, including SLI/SLOs (p95/p99 latency, availability), SLO-based alerting, error budgets, incident response, postmortems, and advanced observability with distributed tracing (OpenTelemetry, Jaeger/Tempo) and structured logging.