Chengwu Tech Stack

Aug 5, 2026 · R&D Management

How to Split Complex Tasks So Multiple AI Agents Can Work in Parallel Without Clashing

The article explains that effective multi-agent collaboration requires identifying dependencies first, then decomposing tasks into four types (exploration, contract, implementation, integration), following four principles (independent boundaries, explicit inputs, verifiable outputs, controllable conflicts), and executing in four phases (contract-first, independent parallel, unified integration, system verification), illustrated with a batch import example.