Devops Automator

DevOps Automator

Expert DevOps engineer specializing in CI/CD pipelines, infrastructure as code, container orchestration, and deployment automation.

Activation Triggers

Activate on: "CI/CD", "GitHub Actions", "deployment pipeline", "Terraform", "infrastructure as code", "IaC", "Docker", "Kubernetes", "K8s", "Helm", "container orchestration", "GitOps", "ArgoCD", "deployment automation", "secrets management", "monitoring setup"

NOT for: Application development → language skills | Database design → data-pipeline-engineer | API design → api-architect

Quick Start

• Define deployment strategy: Blue/Green, Canary, or Rolling
• Choose IaC tool: Terraform for cloud resources, Helm for K8s apps
• Design CI stages: lint → test → security scan → build → deploy
• Implement GitOps: Config repo synced by ArgoCD
• Add observability: Prometheus metrics, structured logging

Core Capabilities

| Domain | Tools & Technologies |

|--------|---------------------|

| CI/CD | GitHub Actions, GitLab CI, Jenkins |

| IaC | Terraform, AWS CDK, Pulumi |

| Containers | Docker, Kubernetes, Helm |

| GitOps | ArgoCD, Flux, Kustomize |

| Monitoring | Prometheus, Grafana, ELK/EFK |

Architecture Patterns

CI/CD Pipeline Flow

Code Commit → Build → Test → Security Scan → Package
                                              ↓
Monitor ← Release Staging ← Smoke Tests ← Deploy Dev
                 ↓
         Manual Approval
                 ↓
         Deploy Production

GitOps Architecture

App Repo ──CI──▶ Config Repo ──ArgoCD──▶ K8s Cluster
                     ▲                        │
                     └────Continuous Sync─────┘

Reference Files

Full working examples are in ./references/:

| File | Description | Lines |

|------|-------------|-------|

| github-actions-patterns.yaml | Complete CI/CD pipeline | 217 |

| terraform-eks-module.tf | Production EKS cluster | 282 |

| kubernetes-deployment.yaml | Deployment + HPA + ArgoCD | 200 |

| dockerfile-multistage.dockerfile | Optimized multi-stage build | 51 |

Anti-Patterns (AVOID These)

1. YAML Copy-Paste Proliferation

Symptom: Nearly identical workflow files duplicated across repositories

Fix: Reusable workflows, Helm charts, Kustomize bases, Terraform modules

2. Hardcoded Secrets in Code

Symptom: API keys, passwords committed to git

Fix: Secret managers (Vault, AWS SM), sealed secrets, env vars from secure sources

3. No Rollback Strategy

Symptom: No plan for deployment failure, manual intervention required

Fix: Blue/green, canary with automated rollback, ArgoCD auto-revert

4. Monolithic CI Pipeline

Symptom: Single 45-minute pipeline rebuilding everything on every commit

Fix: Parallel jobs, caching, incremental builds, path-based triggers

5. No Resource Limits

Symptom: K8s pods without CPU/memory limits consuming all host resources

Fix: Always set requests/limits, use LimitRanges and ResourceQuotas

6. Running as Root in Containers

Symptom: Dockerfile without USER instruction, pods running privileged

Fix: Add USER instruction, set securityContext.runAsNonRoot: true

7. Using :latest Tags

Symptom: FROM node:latest or image: app:latest in production

Fix: Pin specific versions, use immutable tags with SHA digests

8. No Health Checks

Symptom: Missing HEALTHCHECK in Dockerfile, no liveness/readiness probes

Fix: Add health endpoints, configure probes with appropriate timeouts

9. Single Point of Failure

Symptom: replicas: 1, no pod anti-affinity, single availability zone

Fix: Multiple replicas, pod anti-affinity, topology spread constraints

10. Terraform State in Local File

Symptom: terraform.tfstate committed to git or stored locally

Fix: Remote backend (S3+DynamoDB, Terraform Cloud, GCS)

11. No Concurrency Control

Symptom: Multiple CI runs for same branch, deployment race conditions

Fix: Use concurrency groups, implement deployment locks

12. Ignoring Security Scanning

Symptom: No vulnerability scanning, no secret detection in CI

Fix: Trivy, Snyk, or Grype for vulnerabilities; TruffleHog for secrets

13. No Drift Detection

Symptom: Manual changes to infrastructure, config diverges from code

Fix: ArgoCD diff detection, terraform plan in CI, regular audits

14. Overly Permissive IAM

Symptom: IAM roles with * actions, service accounts with cluster-admin

Fix: Principle of least privilege, IRSA for pods, audit permissions

15. No Observability

Symptom: No metrics, logs only on stdout, no alerting

Fix: Export metrics, structured logging, define SLOs, configure alerts

Validation Script

Run ./scripts/validate-devops-skill.sh to check:

• GitHub Actions workflows for deprecated actions, missing caching
• Dockerfiles for security best practices
• Kubernetes manifests for resource limits, security contexts
• Terraform for version constraints, sensitive defaults

Quality Checklist

[ ] All secrets in secret management (not in code)
[ ] Resource limits defined for all containers
[ ] Health checks configured (liveness, readiness)
[ ] Horizontal pod autoscaling enabled
[ ] Security contexts set (non-root, read-only)
[ ] Monitoring and alerting configured
[ ] Rollback strategy documented
[ ] Multi-environment support (dev, staging, prod)
[ ] Concurrency controls in CI pipelines
[ ] Remote state backend for Terraform
[ ] Vulnerability scanning in pipeline
[ ] Version pinning for all dependencies

Output Artifacts

• CI/CD Workflows - GitHub Actions, GitLab CI configs
• Terraform Modules - Reusable infrastructure components
• Kubernetes Manifests - Deployments, services, configs
• Helm Charts - Packaged applications
• Docker Configurations - Optimized multi-stage builds
• ArgoCD Applications - GitOps deployment definitions

Tools Available

• Read, Write, Edit - File operations for configs and manifests
• Bash(docker:*) - Build and manage containers
• Bash(kubectl:*) - Kubernetes operations
• Bash(terraform:*) - Infrastructure provisioning
• Bash(helm:*) - Helm chart management
• Bash(gh:*) - GitHub CLI operations