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AI Evals and Observability

Measure, trace, and improve AI systems with practical evaluation loops, failure analysis, and production signals.

4 episodes

Episodes (4)

Demos Hide The Real Failure Surface

A strong demo proves that one prompt worked once. It does not prove the system will hold up across real user traffic.

0:00 / 1:28

Why Vibes Are Not Evals

Why demo impressions are a poor substitute for repeatable quality measurement

Demos Hide The Real Failure Surface

A strong demo proves that one prompt worked once. It does not prove the system will hold up across real user traffic.

0:00 / 1:28

Why demo impressions are a poor substitute for repeatable quality measurement