amux for Go Developers

Go's simplicity makes it fast to write. Parallel agents make it faster still.

Go + Parallel Agents

Go's philosophy is simplicity and explicitness — which also makes it highly parallelizable at the agent level. There's less magic, clearer patterns, and more code to write by hand. Agents excel at this kind of structured, pattern-following work.

• gRPC service handlers: A gRPC service with 20 methods needs 20 handlers, with tests. Run 4-5 agents in parallel, each handling a group of methods.
• HTTP middleware chains: Use agents to implement logging, auth, rate-limiting, and tracing middleware simultaneously.
• Interface mocks: Generating mock implementations for testing is tedious in Go. Use agents to generate all your mocks across the entire codebase in a single run.
• Error wrapping: Go's explicit error handling requires a lot of if err != nil boilerplate. Agents handle this pattern perfectly.

Microservice Architecture

Go is the dominant language for microservices (Kubernetes itself is Go). A microservice fleet maps naturally to an agent fleet:

# One agent per microservice
amux register auth-svc --dir ~/services/auth --yolo
amux register billing-svc --dir ~/services/billing --yolo
amux register notifications-svc --dir ~/services/notifications --yolo

Fast Compilation = Fast Feedback

Go's near-instant compile times mean agents can run, test, fix, and iterate rapidly. Unlike Rust or Java, there's minimal waiting. An agent can make dozens of compile-test cycles per hour, making Go one of the best languages for autonomous agent work.

git clone https://github.com/mixpeek/amux && cd amux && ./install.sh
amux register myproject --dir ~/Dev/myproject --yolo
amux start myproject
amux serve  # → https://localhost:8822