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Underpowered Tests Lie

Last month I audited the statistics inside Mia, my ad-testing agent, and found a 20x error that had never broken anything. No exception, no failed a…

abtestingadvertisingmarketinganalyticsai
Dev.to Jul 18, 2026, 21:50 UTC
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Why I Don’t Let the LLM Decide Issue State

When you build an AI system for marketing performance monitoring, one tempting idea is to let the LLM decide everything. Campaign pacing is off. Cre…

aipythondataengineeringmarketinganalytics
Dev.to Jun 6, 2026, 17:23 UTC

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