Anthropic engineers on building agents that run hours without losing plot

Ash Prabaker and Andrew Wilson from Anthropic share techniques for building reliable long-running AI agents. They argue self-evaluation is a trap and advocate adversarial evaluator agents, structured handoffs, and decomposing work into testable sprint contracts.