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!).
# Groundhog AI Coding Assistant 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!). As part of the series kicked off at http://ghuntley.com/specs we'll be building it together, increment by increment. Please don't raise GitHub issues mentioning that XYZ does not work as I'm yet to decide on the community model around the project and doing customer support for free is not high up on my list. _Groundhog is a teaching tool first_. If you want a full-blown thing right now, go check out "Goose", "Roo/Cline", "Aider" or "AllHands".  ## Features - **Code Explanation**: Get detailed explanations of code snippets and files - **Modern Architecture**: Built with Rust for performance and reliability - **Comprehensive Logging**: Built-in logging and telemetry for debugging and monitoring - **CLI Interface**: Easy-to-use command-line interface ## Installation [Installation instructions to be added] ## Usage The basic command structure is: ```bash Groundhog <command> [options] ``` ### Available Commands - `explain`: Get explanations for code snippets or files ```bash Groundhog explain ``` More commands will be added in future releases. ## Development ### Prerequisites - Rust toolchain - [Other prerequisites to be added] ### Building from Source ```bash git clone [repository-url] cd Groundhog cargo build ``` ### Running Tests ```bash cargo test ``` ## Documentation Detailed documentation is available in the `specs/` directory: - [Architecture](specs/architecture.md) - [CLI Interface](specs/cli_interface.md) - [Logging & Telemetry](specs/logging_telemetry.md) - [Commands](specs/commands.md) ## Contributing [Contribution guidelines to be added] ## License [License information to be added]
Agent that generates comprehensive documentation, API references, architecture diagrams, and developer onboarding guides from existing code.
Agent configuration for systematic bug investigation that traces issues from error logs through the codebase to root cause with suggested fixes.
Agent for integrating third-party APIs including SDK setup, type generation, error handling, retry logic, and rate limit management.
Cursor's built-in autonomous coding agent that can make multi-file edits, run terminal commands, search the codebase, and iteratively build features with minimal human intervention.
Cloud-based autonomous coding agent that runs in the background on remote sandboxed environments, handling complex multi-step tasks while you continue working.
Cursor's multi-file editing agent within Composer mode that can create, edit, and delete files across your entire project in a single conversation.