🚀 GitOps Workflow Patterns for AI Agents — Reliable deployment, rollback, and infrastructure management through Git
AI agents are increasingly being used for DevOps and deployment tasks. But without proper GitOps knowledge, they can:
- Break production with bad deployments
- Skip critical verification steps
- Fail to plan for rollbacks
- Make changes outside of version control
Result: Downtime, lost data, and broken systems.
GitOps Flow teaches AI agents reliable deployment patterns:
- Pre-flight checklists before any deployment
- Multiple deployment strategies (standard, blue-green, canary)
- Rollback procedures for every platform
- Infrastructure as code patterns
- Health check templates
- Incident response flows
- Pre-flight checklist — Never skip critical steps
- 4 deployment strategies — Standard, hotfix, blue-green, canary
- Rollback guides — Git, Kubernetes, Docker, Database
- Health check scripts — HTTP, database, dependency checks
- CI/CD templates — GitHub Actions example
- Post-mortem template — Learn from failures
- Anti-patterns list — Common mistakes to avoid
- Copy
SKILL.mdto your agent's skill directory - Reference it when planning deployments
- Use checklists before any infrastructure change
clawhub install skill-gitops-flowThe Tracer-Cloud/opensre project (2K+ stars, trending) shows that AI-powered SRE/DevOps agents are becoming mainstream. This skill provides the GitOps knowledge that every such agent needs.
Key insight: 90% of incidents are caused by deployment issues. Proper GitOps patterns dramatically reduce this risk.
| Section | Description |
|---|---|
| Pre-Flight Checklist | 9 items to verify before deploying |
| Deployment Flow | Standard, hotfix, blue-green, canary |
| Rollback Procedures | Git, Kubernetes, Docker, Database |
| Infrastructure Patterns | Directory structure, ConfigMap, Secrets |
| Health Checks | HTTP, database health check scripts |
| CI/CD Pipeline | Complete GitHub Actions example |
| Incident Response | 7-step flow + post-mortem template |
Develop → Test → Review → Merge → Deploy → Verify → Monitor
Current (Blue) → Deploy Green → Verify → Switch Traffic
95% Old + 5% New → Monitor → Gradually shift → 100% New
Main branch → Minimal fix → Fast-track → Deploy → Backport
Works with any agent framework:
| Framework | How to Use |
|---|---|
| OpenClaw | Install via ClawHub |
| Claude Code | Add to .claude/ directory |
| Cursor | Add to .cursorrules |
| Copilot | Add to .github/copilot-instructions.md |
Issues and PRs welcome! Share your deployment patterns.
MIT
Built by aptratcn — Part of the awesome-agent-skills collection.