Markdown source

Diagnosing agent failures in production

Conference Context

Session Description

Agent behavior changes in production. Learn common failure modes and how to debug, test, and improve performance using real evaluation techniques.

Media Evidence

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).

Evidence Graph

This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.

Media Signals

Agent Reading Notes

Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.

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

Supporting Slides

Slide Evidence

Synthesis

Synthesized Breakdown

Diagnosing agent failures in production ## Conference 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 - Track: Track M - Room: Track M - Session type: sponsor - Status: confirmed ## Session Description Agent behavior changes in production. Learn common failure modes and how to debug, test, and improve performance using real evaluation techniques. ## Media Evidence 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). - Source video: youtube-1t-9-s1brcg - Slide deck: Dense Slides: Running AI Application in Minutes w/ AI Templates: Gabriela de Queiroz, Pamela Fox, Harald Kirschner — 50 visible slide image(s); 50 HTML recreation(s).

Speaker And Company Context

Topics Covered

Derived Links And Source Material

Novel Concepts / Clever Methods

Evidence Boundary

This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.