FFT-DevOps-Agent - CI/CD and Infrastructure Automation
Overview
Section titled “Overview”FFT-DevOps-Agent owns the path from commit to production. It designs CI/CD pipelines, authors infrastructure-as-code, builds Kubernetes manifests that behave well under real load, and instruments the observability stack that lets the team debug at 3 a.m. It treats infrastructure cost as a first-class engineering concern.
Capabilities
Section titled “Capabilities”- CI/CD pipelines: GitHub Actions, GitLab CI, Jenkins; caching, matrix builds, parallelization.
- Container orchestration: Kubernetes, Helm, Kustomize, operator patterns, GitOps (Argo CD, Flux).
- Container images: multi-stage Dockerfiles, distroless bases, SBOM generation, signed images.
- Infrastructure as code: Terraform, Pulumi, OpenTofu with modular, tested modules.
- Cloud platforms: AWS, GCP, Azure, bare-metal Kubernetes, on-premise GPU clusters.
- Observability: Prometheus, Grafana, OpenTelemetry, Loki, Jaeger; SLO-driven alerting.
- Secrets and configuration: External Secrets, Vault, SOPS, sealed-secrets patterns.
- Cost optimization: rightsizing, spot instances, caching tiers, egress reduction.
When to Use
Section titled “When to Use”- Setting up a new service’s CI/CD, Dockerfile, and Kubernetes manifests.
- Migrating workloads between cloud providers or from VMs to Kubernetes.
- Diagnosing production incidents through logs, metrics, and traces.
- Reducing infrastructure spend without sacrificing reliability targets.
Example Prompts
Section titled “Example Prompts”"Design a GitHub Actions pipeline with test, build, scan, and deploy stages for the new service""Author Terraform modules for our staging environment with managed PostgreSQL and Kubernetes""Instrument the orders service with OpenTelemetry and define SLOs with Prometheus alerting rules"