Diagnosing agent failures in production

Official Schedule Context

• Date/time: 2026-07-01 · 10:45am-11:05am
• Track/room: Track M · Track M
• Speaker(s): Pamela Fox
• Session type/status: sponsor · confirmed

Official Description

Agent behavior changes in production. Learn common failure modes and how to debug, test, and improve

performance using real evaluation techniques.

Related YouTube Video

Running AI Application in Minutes w/ AI Templates: Gabriela de Queiroz, Pamela Fox, Harald Kirschner (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

Transcript Status

Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

People

• pamela fox

Notes

• Pending transcript synthesis when an official recording or confirmed matching video is available.

Supporting Slides

• youtube 1t 9 s1brcg slides — extracted from the related public AI Engineer video.

Slide Evidence

• Slide-only cropped deck: youtube 1t 9 s1brcg dense slides (50 viable slide images).
• Related slide/OCR pages:
• youtube 1t 9 s1brcg dense slides
• youtube 1t 9 s1brcg reconstructed slides
• youtube 1t 9 s1brcg slides
• Slide-derived terms: azure, microsoft, github, startups, account, workshop, boars, founders, instructions, open, mode, gene, they, engineer, signin, login, pass, will