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Insights

Practical writing on AI training, implementation, and what actually works in production.

Your Dashboard Is Making You Slower

You invested in dashboards, alerts, and automated reports. Decisions didn't speed up. They slowed down. Here's the mechanism nobody talks about.

We Handed Our Automation System to a Non-Technical Operator. Here's What Happened.

37 Python scripts. One ads manager who'd never opened a terminal. She generated more reports than the engineer who built it.

84,624 Placements Later: What We Found Hiding in Google Ads

We audited 84,624 Display placements across 5 accounts and uncovered gaming sites, bot traffic, and spam eating ad budgets. Here's what we learned.