AI for DevOps Engineers

Create a production-ready Dockerfile for:
- Application: [language/framework]
- Base image preference: [alpine/debian/distroless]
- Build requirements: [list any]

Include:
1. Multi-stage build for smaller image
2. Non-root user for security
3. Proper layer caching
4. Health check
5. Security best practices
6. Comments explaining each decision

Create Kubernetes manifests for deploying:
- Application: [describe app]
- Replicas: [number]
- Resources: [CPU/memory requirements]
- Expose via: [ClusterIP/LoadBalancer/Ingress]

Include:
1. Deployment with proper labels
2. Service configuration
3. Resource limits and requests
4. Liveness and readiness probes
5. ConfigMap/Secret references
6. HPA if applicable

Create a Terraform module for:
- Resource: [describe what to provision]
- Cloud: [AWS/GCP/Azure]
- Requirements: [list specific needs]

Include:
1. variables.tf with descriptions and defaults
2. main.tf with resource definitions
3. outputs.tf for important values
4. README with usage example
5. Security best practices

Create a CI/CD pipeline for:
- Platform: [GitHub Actions/GitLab CI/Jenkins]
- Application: [language/framework]
- Deploy target: [K8s/ECS/Lambda/VM]

Pipeline should include:
1. Lint and test stages
2. Security scanning (SAST/dependencies)
3. Build and push container
4. Deploy to staging
5. Integration tests
6. Production deployment with approval
7. Rollback strategy

Design a monitoring setup for:
- Application type: [web app/API/microservices]
- Stack: [Prometheus/Datadog/CloudWatch]
- Key SLOs: [list them]

Provide:
1. Key metrics to collect
2. Dashboard layout recommendations
3. Alert rules with thresholds
4. Runbook template for each alert
5. Log aggregation strategy

I'm experiencing this production issue:
[describe symptoms]

Environment:
- Infrastructure: [describe]
- Recent changes: [list any]
- Error messages: [paste relevant logs]

Help me:
1. Identify likely root causes
2. Suggest diagnostic commands
3. Propose immediate mitigation
4. Outline permanent fix
5. Create post-mortem template