September 15 – September 17, 2026 · Fort Mason Center, San Francisco

AI Builders Summit 2026

Demo conference. The talks, speakers and reviews below are invented for demonstration — nobody named here submitted anything.

All sessions
AI EngineeringTalk (30 min)

Your AI Pair Programmer Is Lying to You: Verification Patterns That Scale

Dana Kowalski

When
Tuesday, September 1510:30 AM – 11:00 AM · 30 min
Where
Main StageFort Mason Center, San Francisco
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About this session

Generated code compiles, passes review, and still breaks production. We catalogued a year of agent-written incidents and built verification layers that catch what human review misses — without slowing anyone down.

Speaker

Dana Kowalski
Dana Kowalski

Principal Engineer, Substrate AI

Dana runs the code-generation platform at Substrate, where about a third of merged pull requests are now machine-authored. Her work is mostly the verification layer that makes that survivable.

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