Backend Developer

Go Microservice in 20 Minutes β€” HTTP Server to Production

20min microservice vs hours of boilerplateDevOps & Cloud2 min read

Key Takeaway

The Go skill generates production-grade microservices β€” HTTP server, middleware, database layer, structured logging, health checks, graceful shutdown, and Docker deployment. Go's simplicity + AI's speed = microservice in 20 minutes.

The Problem

Go is excellent for microservices: fast compilation, small binaries, built-in concurrency, excellent standard library. But even a simple HTTP service needs:

  • Router setup (chi / gin / standard library)
  • Middleware chain (logging, recovery, CORS, auth)
  • Configuration management (environment variables)
  • Database connection pool with health checks
  • Structured logging (slog / zap / zerolog)
  • Graceful shutdown (handle SIGTERM properly)
  • Health and readiness endpoints
  • Request/response validation
  • Error handling patterns
  • Dockerfile + docker-compose

That's 500-800 lines of boilerplate before writing any business logic.

The Solution

The Go skill generates complete, idiomatic Go microservices following the standard project layout.

The Process

View details
You: Create a Go microservice for user management:
- CRUD operations on users
- PostgreSQL storage
- JWT authentication middleware
- Structured logging with slog
- Health checks for K8s
- Graceful shutdown
- Docker-ready

The agent generates a clean Go project following standard layout conventions: cmd/server/main.go, internal/handler/, internal/service/, internal/repository/, internal/middleware/, with proper separation of concerns, context propagation, and error wrapping.

Key patterns the agent implements correctly:

  • context.Context propagation through all layers
  • Connection pool with SetMaxOpenConns, SetMaxIdleConns, SetConnMaxLifetime
  • Graceful shutdown with os.Signal and server.Shutdown(ctx)
  • Structured logging with request IDs in every log line
  • Health check distinguishing between "live" (process running) and "ready" (database connected)

Setup on MrChief

yamlShow code
skills:
  - go
  - docker
  - api-design
golangmicroserviceshttp-serverdockergraceful-shutdown

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Go Microservice in 20 Minutes β€” HTTP Server to Production β€” Mr.Chief