Tokens Should Have Jobs
Conference Context
- Date/time: 2026-07-01 · 10:45am-11:05am
- Track/room: Harness Engineering · Main Stage
- Speaker(s): Katelyn Lesse, Angela Jiang
- Session type/status: session · confirmed
- Track: Harness Engineering
- Room: Main Stage
- Session type: session
- Status: confirmed
Session Description
No official description published in the schedule data.
Media Evidence
Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).
- Source video:
youtube-aqW68Is_Kj4 - Slide deck: Dense Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic — 5 visible slide image(s); 5 HTML recreation(s).
- Additional slide evidence: Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic, Reconstructed Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic
- Slide-derived themes for
youtube-aqW68Is_Kj4: claude, context, give, model, developer, platform, maximizes, intelligence.
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
youtube-aqW68Is_Kj4— 10 slide-derived text signals- Slide-derived themes for
youtube-aqW68Is_Kj4: claude, context, give, model, developer, platform, maximizes, intelligence. - Evidence links for
youtube-aqW68Is_Kj4: youtube aqW68Is_Kj4, youtube aqW68Is_Kj4 slides, youtube aqW68Is_Kj4 dense slides, youtube aqW68Is_Kj4 reconstructed slides
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
- youtube aqW68Is_Kj4 slides — extracted from the related public AI Engineer video.
Slide Evidence
- Slide-only cropped deck: youtube aqW68Is_Kj4 dense slides (5 viable slide images).
- Related slide/OCR pages:
- youtube aqW68Is_Kj4 dense slides
- youtube aqW68Is_Kj4 reconstructed slides
- youtube aqW68Is_Kj4 slides
- Slide-derived terms:
claude,context,evolving,apis,katelyn,lesse,leader,engineering,anthrop,biases,give,mirren,model,weights,google,deepmind,payment,aren
Synthesis
Synthesized Breakdown
Tokens Should Have Jobs ## Conference Context - Date/time: 2026-07-01 · 10:45am-11:05am - Track/room: Harness Engineering · Main Stage - Speaker(s): Katelyn Lesse, Angela Jiang - Session type/status: session · confirmed - Track: Harness Engineering - Room: Main Stage - Session type: session - Status: confirmed ## Session Description No official description published in the schedule data. ## Media Evidence Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions). - Source video: youtube-aqW68Is_Kj4 - Slide deck: Dense Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic — 5 visible slide image(s); 5 HTML recreation(s). - Additional slide evidence: Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic, Reconstructed Slides: Katelyn Lesse – Evolving Claude APIs for Agents, Anthropic - Slide-derived themes for youtube-aqW68Is_Kj4: claude, context, give, model, developer, platform, maximizes, intelligence.
Speaker And Company Context
- Katelyn Lesse — Head of Engineering, Claude Platform at Anthropic.
- Angela Jiang — Head of Product, Claude Platform at Anthropic.
Topics Covered
Derived Links And Source Material
- youtube aqW68Is_Kj4 — related YouTube source page.
- youtube aqW68Is_Kj4 slides — slide evidence.
- youtube aqW68Is_Kj4 reconstructed slides — slide evidence.
- youtube aqW68Is_Kj4 dense slides — slide evidence.
Novel Concepts / Clever Methods
- No highlighted novel concept has been detected yet.
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.