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Give each content stream a proof threshold before you remove review gates
Set proof thresholds for each content stream so routine work can run with less review while higher-risk claims keep human judgment.
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Notes on running an editorial engine.
Field notes on agentic content pipelines, review gates, and what it takes to publish daily without lowering the bar.