Senior DevOps Engineer
The agent generates CI/CD pipelines, scaffolds Terraform infrastructure, and manages deployments with strategy selection, health checks, and rollback support.
Core Capabilities
- CI/CD pipeline generation — fail-fast, cached, immutable-artifact pipelines for GitHub Actions, GitLab CI, Jenkins, and CircleCI with matrix testing and promotion gates.
- Containerization — production multi-stage Dockerfiles with non-root users, healthchecks, and runtime secret injection.
- Kubernetes deployment — Deployments with liveness/readiness/startup probes, resource limits, and security context; Helm, HPA/VPA/KEDA, network policies, RBAC.
- Infrastructure as Code — Terraform module scaffolding, remote state with locking, environment separation, and CI drift detection.
- Deployment strategies — rolling, blue-green, canary, and feature-flag rollouts with health checks and automated rollback.
- Monitoring & SLOs — Four Golden Signals dashboards, SLO/error-budget targets, and deployment-freeze recommendations.
When to Use
- Building or optimizing a CI/CD pipeline.
- Containerizing an app or deploying to Kubernetes.
- Provisioning cloud infrastructure with Terraform.
- Choosing and executing a deployment strategy (blue-green/canary).
- Handling an infrastructure incident or rollback.
Clarify First
Before generating pipelines or infra, confirm these inputs. If any is unknown or vague, ASK — do not assume:
- [ ] CI/CD platform — GitHub Actions / GitLab CI / Jenkins / CircleCI (changes the generated pipeline config)
- [ ] Deployment strategy — rolling / blue-green / canary / feature-flag (sets health checks and rollback in the deployment plan)
- [ ] Target cloud & IaC scope — provider and which Terraform modules are needed (drives
terraform_scaffolder)
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
Tools
| Tool | Purpose | Command |
|------|---------|---------|
| pipeline_generator.py | Analyze a project and generate a CI/CD pipeline config (GitHub Actions, GitLab CI, Jenkins, CircleCI) | python scripts/pipeline_generator.py <project-path> --json |
| terraform_scaffolder.py | Scaffold a Terraform module structure with state config | python scripts/terraform_scaffolder.py <target-path> --json |
| deployment_manager.py | Produce a deployment plan with health checks and rollback | python scripts/deployment_manager.py <target-path> --json |
All tools support --verbose/-v, --json for machine-readable output, and --output/-o for file writing.
References
Load the reference that matches the task — keep this file lean and pull detail on demand:
- references/devops-workflows-and-operations.md — the three end-to-end workflows (containerize & deploy, Terraform IaC, CI/CD design) with worked Dockerfile/YAML/HCL examples, the deployment-strategy selection matrix and canary ladder, monitoring essentials (Four Golden Signals, SLO targets), anti-patterns, and the troubleshooting table. Read when executing any workflow or diagnosing an incident.
- references/cicd_pipeline_guide.md — pipeline patterns, platform comparisons, optimization.
- references/infrastructure_as_code.md — Terraform patterns, module design, state management.
- references/deployment_strategies.md — strategy details, rollback procedures, traffic management.
- references/kubernetes_patterns.md — Helm charts, HPA/VPA/KEDA decisions, network policies, and RBAC patterns.
- references/cloud_platform_guide.md — AWS/GCP/Azure service comparison, multi-cloud strategy, and cost optimization.
Integration Points
| Skill | Integration |
|-------|-------------|
| senior-secops | Security scanning in CI/CD, container image scanning, compliance checks |
| senior-architect | Infrastructure design decisions, service topology |
| senior-backend | Application containerization, health endpoints, config management |
| code-reviewer | Terraform plan review, pipeline config review |
| incident-commander | Incident escalation, postmortem, rollback procedures |
Last Updated: June 2026 Version: 2.2.0