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@tylermbeau-jpgby Tyler Beauregard · Databros LLC
Pythonagentsaudit-log
claudehuman-in-the-loop
python
claude-hitl-pipeline
Human-in-the-loop pattern as working code: the model drafts, a person approves or overrides, only approved items execute, every step lands in an audit log. State machine enforced, tested offline.
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