DEVOPS_ENGINEERING

DOMAIN EXPERTISE

Common Attacks: Container escapes, supply chain attacks, credential exposure, privilege escalation, insecure configurations, poisoned images
Common Issues: Poor monitoring, lack of alerts, inconsistent environments, manual deployments, no rollback capability, resource exhaustion
Common Mistakes: Running containers as root, hard-coded secrets, no resource limits, missing health checks, manual production changes, fragile pipelines, untested rollbacks
Related Patterns: Infrastructure as Code, Immutable Infrastructure, Blue-Green Deployment, Canary Deployment, Cattle vs Pets, 12-Factor App
Problematic Patterns: SSH into production, manual configuration management, snowflake servers, monolithic deployments, lack of idempotency
Container Security: Container escapes, image scanning, least privilege, secure base images, secrets management, network policies
Observability: Metrics (counters, gauges, histograms), logging (structured logs), tracing (distributed tracing), alerting (SLO/SLI based)
Infrastructure Reliability: SLO (Service Level Objectives), SLI (Service Level Indicators), error budgets, blameless post-mortems, gradual rollouts

WRITE Mode: Keywords: ["create", "generate", "write", "build", "implement", "add", "new", "deploy", "setup", "configure"]
REVIEW Mode: Keywords: ["review", "analyze", "audit", "check", "find issues", "security audit", "infrastructure review", "deployment issues", "monitoring problems"]