Advent of AI 2025 - Day 16: Planning With .goosehints

This article discusses the Advent of AI series, which leverages an open-source AI agent called Goose to automate engineering tasks. Goose can build projects, write and execute code, debug, and interact with external APIs.

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Why it matters

Goose represents an advanced AI-powered tool that can significantly improve developer productivity and efficiency by automating a wide range of engineering tasks.

Key Points

  • 1The Advent of AI series uses the open-source AI agent Goose
  • 2Goose can automate complex development tasks from start to finish
  • 3Goose works with any LLM and supports multi-model configuration
  • 4Goose is available as a desktop app and CLI for developer flexibility

Details

Goose is described as an on-machine AI agent capable of automating complex development tasks. It can build entire projects from scratch, write and execute code, debug failures, orchestrate workflows, and interact with external APIs autonomously. Goose is designed for maximum flexibility, working with any large language model (LLM) and supporting multi-model configuration to optimize performance and cost. It also seamlessly integrates with MCP servers and is available as both a desktop app and a command-line interface, making it a versatile AI assistant for developers.

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