ghuntley/groundhog

Groundhog's primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).

40
/ 100
Emerging

This tool helps developers understand the core mechanics of AI coding assistants like Cursor. It takes a piece of code as input and provides detailed explanations of how such an AI might process and interpret it. It's for developers who want to grasp the foundational principles behind these tools to use them more effectively or even build their own.

397 stars. No commits in the last 6 months.

Use this if you are a software developer curious about the inner workings of AI coding agents and want to learn by dissecting how they explain code.

Not ideal if you need a fully-featured, production-ready AI coding assistant for daily development tasks.

AI-development developer-education software-engineering code-analysis LLM-mechanics
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 12 / 25

How are scores calculated?

Stars

397

Forks

21

Language

Rust

License

AGPL-3.0

Last pushed

Aug 20, 2025

Commits (30d)

0

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