Show HN: Golem – Zero-dependency, type-safe AI agent framework in pure Go (github.com)

A new AI agent framework called Golem has been introduced for developers using Go, offering a zero-dependency, type-safe environment tailored for building production-grade AI agents. This framework emphasizes compile-time type safety, high throughput, and minimizes external vulnerabilities by relying solely on Go's standard library. Key features include an explicit execution control loop, adaptable model integrations (including OpenAI, Google, and AWS), and a built-in Model Context Protocol (MCP) client that fluently manages connections to AI models. Golem also enhances resilience through in-loop self-correction and automated multi-model fallbacks, ensuring that agents can adapt in real-time to various operational challenges. The significance of Golem lies in its ability to bridge the gap that often exists when transitioning from prototyping in languages like Python to deploying robust AI solutions in production using Go. Its design addresses critical needs in the AI/ML community, such as cost management through token budgeting and a transparent execution workflow that produces auditable run evidence, making it easier for developers to follow and debug workflows. By offering strong typing, robust error handling, and effective management of dependencies within a Go-centric ecosystem, Golem sets a new standard for developing AI agents that require the reliability and performance typical of enterprise applications.