Goat SDK is designed to simplify the creation and orchestration of AI agents in Go. It provides pluggable LLM integrations (OpenAI, Anthropic, Azure, local models), a tool registry for custom actions, and memory stores for stateful conversations. Developers can define chains, representer strategies, and publishers to output interactions via CLI, WebSocket, REST endpoints, or a built-in Web UI. Goat supports streaming responses, customizable logging, and easy error handling. By combining these components, you can develop chatbots, automation workflows, and decision-support systems in Go with minimal boilerplate, while maintaining flexibility to swap or extend providers and tools as needed.

Hanabi REST is an innovative platform that enables developers to create REST APIs using natural language inputs and screenshots. It simplifies the process of building, deploying, and managing APIs, integrating AI for natural language processing. Users can deploy these APIs on Cloudflare Workers, ensuring rapid global rollout and scalability. Hanabi REST is designed to streamline backend development, making it accessible even for those with limited coding expertise.