Project Title

goose — Your Local, Extensible AI Agent for Automating Engineering Tasks

Overview

goose is an open-source AI agent designed to automate complex development tasks from start to finish. It goes beyond code suggestions, building entire projects from scratch, writing and executing code, debugging failures, orchestrating workflows, and interacting with external APIs autonomously. Goose adapts to your workflow and executes tasks with precision, making it an ultimate AI assistant for developers who want to move faster and focus on innovation.

Key Features

Automates complex development tasks from start to finish
Builds entire projects from scratch, writes and executes code, debugs failures, orchestrates workflows, and interacts with external APIs
Adapts to your workflow and executes tasks with precision
Works with any LLM and supports multi-model configuration to optimize performance and cost

Use Cases

Prototyping ideas and refining existing code
Managing intricate engineering pipelines
Optimizing performance and cost with multi-model configuration
Integrating with MCP servers and using both desktop app and CLI

Advantages

Local, extensible, and open-source AI agent
Automates complex development tasks autonomously
Adapts to your workflow and executes tasks with precision
Available as both a desktop app and CLI

Limitations / Considerations

Requires integration with external APIs for certain tasks
Multi-model configuration may require additional setup and management
Performance may vary depending on the LLM used

TabNine: An AI code completion tool that provides whole-line suggestions. Unlike goose, it focuses solely on code suggestions rather than automating full development tasks.
Kite: An AI-powered code completion tool that supports multiple programming languages. While it offers more language support, it doesn't provide the same level of automation and workflow integration as goose.
IntelliCode: A Visual Studio Code extension by Microsoft that uses AI to provide code suggestions. It is limited to Visual Studio Code and doesn't offer the same range of automation capabilities as goose.

Basic Information

GitHub: https://github.com/block/goose
Stars: 19,363
License: Unknown
Last Commit: 2025-09-07

📊 Project Information

Project Name: goose
GitHub URL: https://github.com/block/goose
Programming Language: Rust
⭐ Stars: 19,363
🍴 Forks: 1,684
📅 Created: 2024-08-23
🔄 Last Updated: 2025-09-07

🏷️ Project Topics

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📚 Documentation

🎥 Video Tutorials

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