This post shows how to build a fully functional, code-editing agent in under 400 lines of code by pairing an LLM loop with just three simple toolsβread_file, list_files and edit_file. In a hands-on walkthrough, it demonstrates the agent's ability to inspect, create and modify files entirely from the terminal. The core lesson: thereβs no hidden magic, just an LLM, a loop and practical engineering.
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