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Why Your AI Agents Keep Failing in Production

On this episode of 1 IDEA, Jason Li (CTO @ Laurel) breaks down how to separate deterministic and probabilistic systems, what that means for incident response, and why AI code generation just made code review the most important bottleneck in your pipeline.

SM

Suresh Mathew

Founder & CEO

July 16, 2026

You're Debugging AI Failures the Wrong Way