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Goose is a local, extensible AI agent that goes beyond code suggestions—it builds projects, writes and executes code, debugs failures, and orchestrates workflows autonomously. Works with any LLM, supports multi-model configuration, integrates with MCP servers, and runs as both desktop app and CLI.