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    <title>Finops on Thomas Talks AI: AI Agent Security, Claude Code &amp; Production Engineering</title>
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      <title>Claude Code cost loops start as helpful retrying</title>
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      <description>A practical model for controlling Claude Code cost loops: set task budgets, require retry evidence, stop on drift, and use human review before widening the run.</description>
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