Goose

Goose is an open-source, extensible AI agent designed to integrate large language models directly into real development workflows, going well beyond inline code suggestions. It provides a programmable environment where AI can install dependencies, execute commands, edit files, and run tests within your existing project structure. Goose is model-agnostic, allowing you to connect and switch between different LLM providers while keeping a consistent interface and workflow.

Key capabilities include automated code modification across multiple files, running and interpreting test suites, applying refactors, and executing shell commands under controlled conditions. Its plugin-like architecture and configuration options let teams define what the agent is allowed to do, how it interacts with the filesystem, and what tools or commands it can access.