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GitOps CI/CD pipeline for a SaaS start-up
Setting up a full GitOps workflow for a product team of 8 developers: from commit to production in under 10 minutes, with no human intervention.
Context
A fast-growing B2B SaaS start-up was deploying manually to a Kubernetes cluster: SSH, kubectl apply, manual restart. Anxiety-inducing deployments, done late at night, sometimes forgotten. No reliable staging environment.
The team wanted to ship faster without hiring a dedicated SRE.
Work delivered
- ArgoCD installed on the production cluster
- Repos restructured following GitOps patterns (app-repo / config-repo separation)
- Helm + Kustomize templating for environment overlays
- GitHub Actions pipeline: build, tests, security scan, image publication, automatic tag bump
- Ephemeral staging environment per PR
- Progressive rollout strategies (canary) with Argo Rollouts
- Team documentation and training on the new workflow
Outcome
- Mean time from commit to production: 8 minutes (vs ~2 days before)
- Daily deployments during work hours, stress-free
- One-click rollbacks, tested on a real incident in the first week
- 100% of infrastructure changes tracked in Git (full audit trail)
Stack
Kubernetes · ArgoCD · Argo Rollouts · Helm · Kustomize · GitHub Actions · Trivy · Prometheus