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⚡ AI Lessons

Dev.to · John
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Perfect Instrumentation Won't Save an Underpowered Experiment
A pre-registered, randomized experiment did everything right — frozen metrics, appended amendments, a falsifier that blocks forcing a verdict on too little data

Dev.to · John
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Our Quality Gate Was 24x Noisier Than What It Guarded
A submission gate required beating a proxy 24x noisier than its real target, and a near-zero pass rate was a symptom, not proof the gate worked.

Dev.to · John
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Government Open-Data APIs: Every Guess I Made Was Wrong Until I Probed It Live
Building a travel app on Korea's government open-data portal, every researched guess about operation names, fields, and approval scope was wrong until a live ca

Dev.to · John
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
"A Fair Coin Isn't Enough: When a Perfectly Randomized Experiment Is Impossible to Analyze"
Our A/B assignment used a cryptographically fair coin and was still unanalyzable — nothing joined the random draw to the task it dispatched, so no code could ev

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