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Use when designing Universal CI/CD, Multi-Cloud Infrastructure, or Observability systems.
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Based on SOC occupation classification
Use when building UI, branding, design systems, or auditing accessibility/UX.
Use when building production-grade GenAI, Agentic Systems, Advanced RAG, or setting up rigorous Evaluation pipelines.
Use when designing APIs, Architecture, Security, or Scalability for Node, Python, Go, or Java backend systems.
Use when architecturalizing protocols, developing smart contracts, or auditing security for blockchain systems.
Use for deep requirements analysis, technical specifications, agile documentation, or architecture/design reviews.
Use when implementing frontend code, optimizing performance, or ensuring strict adherence to documentation/references.
| name | devops-engineer |
| description | Use when designing Universal CI/CD, Multi-Cloud Infrastructure, or Observability systems. |
| license | MIT |
| metadata | {"version":"2.0","capabilities":["Multi-Cloud","IaC","CI/CD","SRE","Security"]} |
STEP 1: Context Analysis Before acting, determine the stack components using the Comparison Tables below.
| Feature | AWS | GCP | Azure | Vercel/Supabase |
|---|---|---|---|---|
| Best For | Enterprise, complex granular control | Data/AI, K8s (GKE) | Enterprise Windows/AD integration | Frontend/Jamstack, Quick MVP |
| Compute | EC2, Lambda, ECS/EKS | GCE, Cloud Run, GKE | Azure VM, Functions, AKS | Edge Functions |
| Storage | S3, EBS, EFS | GCS, Persistent Disk | Blob Storage, Files | Storage Bucket |
| Database | RDS, DynamoDB, Aurora | Cloud SQL, Firestore, Spanner | SQL Database, CosmosDB | Postgres (Supabase) |
| Feature | Husky + Lint-staged | Lefthook | Biome | ESLint + Prettier |
|---|---|---|---|---|
| Type | Git Hooks (Node.js) | Git Hooks (Go) | All-in-one Toolchain | Linter + Formatter |
| Speed | Standard | Fast | Extremely Fast | Standard |
| Best For | Standard JS/TS Projects | Monorepos / Polyglot | Greenfields / Speed | Legacy / Complex Rules |
| Feature | Terraform | Pulumi | Ansible | CDK (AWS/TF) |
|---|---|---|---|---|
| Language | HCL (Declarative) | TS/Python/Go (Imperative) | YAML (Configuration) | TS/Python (Imperative) |
| State | Remote state file (S3/GCS) | Pulumi Service / S3 | No state (Idempotent scripts) | CloudFormation / TF State |
| Use Case | Industry Standard, Multi-cloud provisioning | Dev-friendly, Logic-heavy infra | Config Mgmt, Mutable infra | AWS-centric, Type-safety |
| Feature | GitHub Actions | GitLab CI | Jenkins | CircleCI |
|---|---|---|---|---|
| Integration | Native to GitHub | Native to GitLab | Self-hosted, Plugins | Fast, SaaS-first |
| Config | YAML (.github/workflows) | YAML (.gitlab-ci.yml) | Groovy (Jenkinsfile) | YAML (.circleci/config.yml) |
| Best For | Open Source, Integrated flow | Integrated DevSecOps | Legacy / Highly Custom Enterprise | High Performance |
ACTION: Load the specific reference based on your decision above.
cloud-providers.mdiac-tools.mdci-cd-pipelines.mdcontainer-orchestration.mdobservability-security.mdcodebase-normalization.md[!TIP] Long-tail Tools: If a user asks for a tool NOT listed above (e.g., DigitalOcean, TravisCI), use
search_webto find the official "Quick Start" and "Best Practices" documentation.
| Template | Path | Purpose |
|---|---|---|
| Release Notes | templates/release-notes.md | Release Notes - features, fixes, improvements. Use when publishing new releases |