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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 ass…

abtestingadvertisingmarketinganalyticsai
Dev.to Jul 18, 2026, 21:50 UTC
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My 14-day log building an AI Character Generator pipeline

Quick Summary Scaling ad creative testing manually is a mathematically losing battle for a single developer. Integrating the Meta Ads API with local v…

nodeautomationapiadvertising
Dev.to May 18, 2026, 02:17 UTC

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