In this guide, we share 22 Go libraries that have proven reliable across multiple production systems we've built. We cover essential tools for HTTP routing, database access, messaging, observability, and testing - all based on our experience leading Go teams. For each library, we explain its key strengths and provide practical usage tips. We also highlight common mistakes to avoid when using these tools.