Best Claude Code plugins for deployment & ci/cd on Docker (May 2026)

Set up CI/CD pipelines, configure Docker containers, deploy to cloud platforms, set up Kubernetes clusters, and automate deployment workflows

Docker container management and orchestration. Build images, manage containers, work with Docker Compose, and handle container networking directly from Claude Code.

Complete DevOps automation suite with 25 plugins covering Git workflows, CI/CD pipelines, Docker optimization, Kubernetes management, Terraform IaC, and deployment strategies

Generate Docker Compose configurations for multi-container applications with best practices

Generate production-grade engineering design diagrams (architecture, sequence, delta, drift) as self-contained dark-themed HTML files with accessible inline SVG. Grounds every diagram in real repo topology via DCI — package manifests, docker-compose, k8s, terraform, import graph…

Manage test environments with Docker Compose, Testcontainers, and environment isolation

Docker and container development — Dockerfile optimization, docker-compose orchestration, multi-stage builds, security hardening, and CI/CD container pipelines.

Deploy ML models with FastAPI, Docker, Kubernetes. Use for serving predictions, containerization, monitoring, drift detection, or encountering latency issues, health check failures, version conflicts.