Claude for long-horizon tasks

Official Schedule Context

• Date/time: 2026-06-29 · 1:55pm-2:15pm
• Track/room: Claws & Personal Agents · Track 1
• Speaker(s): Lance Martin
• Session type/status: session · confirmed

Official Description

Claude is capable of long horizon tasks. In this talk, we'll share lessons learned about building

agent harnesses for reliable and secure long-horizon work. This include decoupling the brain and

hands, self-verification, self-learning, and design for evolving agent harnesses.

Related YouTube Video

Architecting and Testing Controllable Agents: Lance Martin (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

• lance martin

Notes

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

Supporting Slides

• youtube ib wTAvCZqg slides — extracted from the related public AI Engineer video.

Slide Evidence

• Slide-only cropped deck: youtube ib wTAvCZqg dense slides (4 viable slide images).
• Related slide/OCR pages:
• youtube ib wTAvCZqg dense slides
• youtube ib wTAvCZqg reconstructed slides
• youtube ib wTAvCZqg slides
• Slide-derived terms: generation, bias, tokens, question, search, documents, llms, recent, awws, step, lististr, retrieval, recency, tasks, typically, used, attend, models