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#3 Claude Loops: Design the Tool Loop

 Towards AI

How to expose the right tools, hide the dangerous ones, and use permissions so Claude Code can act without wandering. Claude Loops: Design the Tool Loop A workshop is not safer because every tool has...

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Why AI-Built Apps Pass Every Test and Still Break in Front of Users

 Towards AI

Your coding agent builds the whole app and gets the suite passing in an afternoon. But those tests ran against a handful of placeholder rows, or nothing at all, so the bugs that only show up against ...

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I Replaced My $400/Month Claude API Bill With GLM-5.2 + vLLM Here’s the Exact Playbook

 Towards AI

Last month, three separate engineers on my team opened Slack at 6 AM asking the same question: why did our AI spend spike from $290 to… Continue reading on Towards AI

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