ra-aid

ra-aid [options] -m message

ra-aid is an autonomous AI development companion built on LangChain that operates in three distinct stages: research, planning, and implementation. It analyzes codebases, formulates strategies, and executes multi-step development tasks with minimal human intervention.The tool uses a structured workflow where it first researches the codebase and task requirements, then creates a detailed plan, and finally implements changes. This staged approach provides transparency and allows developers to review plans before execution.ra-aid supports multiple AI providers and integrates with shell commands, file editing, and web browsing capabilities to accomplish complex development tasks.

-m, --message MESSAGE

Task description for the agent.

AI provider to use (openai, anthropic, etc.).

Specific model to use.

Only gather information without making changes.

Enable specific tools (shell, editor, browser).

Enable verbose output.

Display help information.

Display version information.

Requires API keys for AI providers. Python 3.8 or newer required. Complex autonomous tasks may consume significant API tokens. Always review changes made in autonomous mode before committing.

ra-aid was created as an open-source autonomous coding agent built on LangChain and LangGraph. It differentiates itself through its three-stage research-plan-implement workflow, offering more transparency than single-pass coding agents.

claude(1), aider(1), codex(1), forge(1)