Claude for long-horizon tasks
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.
About the Claws & Personal Agents Track
Claws & Personal Agents sessions at AI Engineer World's Fair 2026 in San Francisco.
When
Tuesday, June 30, 2026
1:55 PM - 2:15 PM·20m
Where
Track 1 · Room 2010
Capacity: 250 attendees
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Speaker
Lance Martin
MTS
Anthropic
@RLanceMartin
Member of technical staff at Anthropic. Working on the Claude Platform, including Claude Managed Agents and the claude-api skill in Claude Code. Prior to Anthropic, was one of the early team at LangChain. Prior to LangChain, spent several years focused on vision for self-driving cars (Uber ATG, Ike, Nuro) and got a PhD from Stanford.