Incident Response, Shell, automation, Log Analysis, Scripting, Python, error budgets, SLIs, post-incident RCAs, stakeholder communications, AI techniques, reliability tooling, Monitoring, CI CD, operational best practices, Analytics, triage coordination, resilient design patterns, SLOs, alerting dashboards, infrastructure as code, service health reporting, observability