Aggregation

Aggregation is the step in which outputs from multiple parallel worker agents are combined into a single coherent result. Depending on the task, aggregation may be as simple as concatenating text sections, or as complex as running a separate synthesis agent that resolves conflicts, removes duplication, and ensures consistency across contributions. Poor aggregation can introduce contradictions or lose important contributions from individual workers.