Talha Sheikh

This talk addresses the common issue where AI coding agents, despite appearing to complete tasks, often produce outputs that fail upon execution or do not meet specifications. The core argument is that the value is shifting from the agent's ability to generate code to the developer's ability to design and implement robust verification systems, or harnesses, that ensure the agent's output is reliable and deterministic.