Backend Developer
Go Microservice in 20 Minutes β HTTP Server to Production
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.Contextpropagation through all layers- Connection pool with
SetMaxOpenConns,SetMaxIdleConns,SetConnMaxLifetime - Graceful shutdown with
os.Signalandserver.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
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