Why the Simplest AI Agent Loop Beats a Sophisticated One

An AI agent is only as trustworthy as the check on its work. The loop that runs it barely matters. If you follow AI engineering at all, you have probably…

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More Than a Model: A Memory Architecture for an AI Coding Agent

The first file my coding agent reads, every session, is a markdown file called CLAUDE.md. It is not configuration. It is not a prompt. It is the working-memory layer of…

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