Multi-AI Agent Orchestration: Beyond Parallel Execution

Developers increasingly run multiple AI agents simultaneously but face coordination challenges like visibility control, state management, and error propagation. The article highlights the need for configurable orchestration modes—such as roundtable, critic, and pipeline—to handle task dependencies. Octo offers six framework-level modes to replace ad-hoc glue code, enabling structured agent collaboration.