How Do You Monitor an AI Pipeline That Runs Without You?

Plenty of engineering teams now run pipelines where AI agents pick up a ticket, write the code, review it, test it and open the pull request, with a person involved…

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Can Your AI Agent Edit the Tests That Check It?

Building software has always been a sequence of jobs. Work out what it should do, write it, check that it works, release it. Hand each of those jobs to an…

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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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