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    <title>Humanreview on Thomas Talks AI: AI Agent Security, Claude Code &amp; Production Engineering</title>
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      <title>Claude Code needs a rollback note before code</title>
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      <description>A practical rollback-first workflow for Claude Code and AI coding agents: require an undo path, data-risk note, owner, trigger, evidence, and human approval before production-adjacent work starts.</description>
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      <title>Claude Code human review is a control, not a vibe check</title>
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      <description>A practical human-review model for Claude Code and AI coding agents: define stop conditions, review evidence, boundary pressure, rollback notes, and approval gates before production-adjacent changes merge.</description>
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