Kubernetes debugging methodology and scripts. Use for pod crashes, CrashLoopBackOff, OOMKilled, deployment issues, resource problems, or container failures.
Query the OpenSRE knowledge graph for service topology, dependencies, and blast radius. Use after you identify an affected service or deployment — not on vague initial alerts alone.
Systematic incident investigation methodology. Use when investigating production issues, service degradation, errors, latency spikes, or outages. Provides 5-phase framework for evidence-based root cause analysis.
Search OpenSRE memory for past investigations similar to what you are seeing now. Use after you have concrete evidence (error message, failing component, stack trace)—not on vague initial alerts alone.
Argo CD application inspection, sync, rollback, restart, and diff via CLI. Prod/stg apps have app-name echo gates for state changes; destructive verbs blocked. Use when investigating GitOps deploy failures, out-of-sync apps, or rollout issues.
Jenkins job discovery, build triggers, console reads, and chained workflows across named Jenkins controllers. Built-in controllers are legacy and aws. Use when investigating CI/CD failures, triggering deploys, or orchestrating build-then-deploy chains.
Jira issue tracking and incident management. Use when creating, searching, or updating Jira issues. Supports JQL queries for incident ticket analysis and alert fatigue tracking.
Bitbucket Data Center and Cloud repos, pull requests, branches, issues, webhooks, and pipelines via bkt CLI. Safe read-before-write workflow. Use when investigating PR failures, repo state, or Bitbucket pipeline issues.