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Scott Roe-Meschke

Engineering Manager

April 20, 2026
The AI engineering stack we built internally — on the platform we ship

We built our internal AI engineering stack on the same products we ship. That means 20 million requests routed through AI Gateway, 241 billion tokens processed, and inference running on Workers AI, serving more than 3,683 internal users. Here's how we did it.

Ayush Thakur,Scott Roe-Meschke, and Rajesh Bhatia

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