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Investigate production incidents across Kubernetes, logs, metrics, and deployment history. Get structured RCA reports with evidence and suggested fixes.
The problem
When production breaks at 2am, you are juggling five dashboards, grepping through logs, and trying to correlate metrics with recent deployments. The mental overhead of connecting signals across systems slows down resolution and leads to missed root causes.
The solution
Multi-signal correlation
Investigates across Kubernetes events, Loki logs, Prometheus metrics, and ArgoCD deployment history simultaneously to find the root cause.
Structured RCA reports
Produces a formatted root cause analysis with timeline, evidence chain, impact assessment, and specific remediation steps.
Health checks on demand
Run targeted health checks against pods, nodes, deployments, or specific services. Get a structured status report with resource utilization and error states.
Fix suggestions with PRs
After identifying the root cause, Genie can generate a fix PR — whether it is a config change, resource limit adjustment, or rollback.
Real Prompts
Real examples you can type today. Every response is backed by actual actions.
“The checkout API is returning 500 errors since 3pm”
Investigating... Root cause: database connection pool exhausted (max_connections: 20, active: 20). Triggered by deploy at 2:47pm with a new query pattern.
Evidence: Loki shows ConnectionPoolExhaustedError starting 2:51pm. ArgoCD deploy at 2:47pm introduced N+1 query in /checkout. Fix: increase pool to 50 or optimize the query.
“Show me error logs for payment-service in the last hour”
Found 47 error logs in the last hour. Top patterns: TimeoutError on Redis connection (31 occurrences), NullPointerException in OrderProcessor (12), and 4 OOMKilled events.
Redis timeouts started at 14:22 UTC — correlates with a Valkey pod restart. The OOMKilled events are on payment-service-worker pods (memory limit: 512Mi, peak: 510Mi).
“Is my Redis healthy?”
Redis cluster status: 1 of 3 pods not ready. Pod redis-2 is in CrashLoopBackOff — OOMKilled with 256Mi limit. Memory usage at 98% before crash. Recommendation: increase memory limit to 512Mi.
“Was there a recent deployment to prod?”
Yes. ArgoCD shows 2 syncs in the last 24 hours: api-gateway v2.3.0 → v2.3.1 (today 14:30 UTC, healthy) and payment-service v1.8.2 → v1.8.3 (yesterday 10:15 UTC, healthy).
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