Run MCP servers as isolated containers behind the Docker MCP Gateway, keep secrets out of config files, harden your own tool servers, and build an agent in Compose that can only reach the tools you approved.
Build a GitOps delivery pipeline on Kubernetes with Argo CD, ApplicationSets and Argo Rollouts, using the now-GA Gateway API for canary traffic splitting and automated analysis against Prometheus.
Use docker init to generate a production-grade Dockerfile and Compose file in a minute, then use Compose Watch to sync, restart or rebuild on save so the container inner loop is as fast as running locally.
Stand up a complete Grafana, Prometheus, Loki and Tempo observability stack next to your app with one docker-compose file, and wire metrics, logs and traces together so you can jump between them.