Anthropic Explains How Claude Builds Its Own Execution Harnesses

Anthropic detailed how Claude Code's Dynamic Workflows generate JavaScript harnesses to coordinate teams of AI agents for complex tasks. The system addresses agentic laziness, self-preferential bias, and goal drift by using independent agents with specific roles. Strategies include fan-out-and-synthesize, adversarial verification, tournament-style workflows, and classifier systems for task routing.