W&B shows how to turn a production agent failure trace into an eval

wandb · x · 2026-10-06

At the AI Engineer World's Fair, W&B's Zubin Aysola demonstrated a practical agent-quality workflow: when an agent makes a production mistake, convert the ARIA production trace into an eval case, then benchmark the fix against it — turning every incident into a reusable regression test. Recording is available.

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