Victor Savkin

This talk addresses the limitations of current AI agents, specifically their spatial constraints (seeing only a small part of the codebase) and temporal amnesia (forgetting past interactions). It proposes a solution, Polygraph, a meta-harness designed to overcome these issues by providing agents with a comprehensive view of an entire organization's codebase, including owned and open-source repositories, and a persistent memory of all past sessions and decisions.