automation, Splunk, Dynatrace, Incident Management, Datadog, Prometheus, Python, metrics, SLOs, runbook automation, traces, error budgets, observability design, distributed systems troubleshooting, OpenTelemetry, performance capacity management, change risk reduction, CI CD-integrated guardrails, telemetry logs metrics traces collection, logs, postmortems, AI capabilities, SLIs, resilience engineering, workflow automation