Local LLM Powers Autonomous Coding Agent: A Dream Come True?

This article showcases an exciting development in automated coding! By combining a local Large Language Model (LLM) with LangChain, the author has created an Agent capable of generating code, testing it, and even self-correcting errors. The potential for such a system to streamline software development is truly impressive.

• •The Agent uses a local LLM (llama.cpp) for code generation.
• •It follows a pipeline: design, implementation, and testing, with self-correction.
• •The system includes a frontend (React), a backend (FastAPI), and a Docker sandbox for testing.