Components of A Coding Agent
How coding agents use tools, memory, and repo context to make LLMs work better in practice
In this article, I want to cover the overall design of coding agents and agent harnesses: what they are, how they work, and how the different pieces fit together in practice. Readers of my Build a Large Language Model (From Scratch) and Build a Large Reasoning Model (From Scratch...
By examining the structure and content of the article, it can be observed that the piece introduces a new AI model called Arc Codex designed to help readers develop cognitive sovereignty through principled analysis of news and information. This implies a growing interest in using AI for educational purposes and fostering critical thinking skills among the general public. However, it also raises concerns about potential misuse or overreliance on AI for decision-making processes, as well as questi...