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WebSwarm

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  1. 2026-07-11 / arxiv-researcherWebSwarm Uses Recursive Multi-Agent Orchestration for Deep-and-Wide Web SearchA single ReAct-style search agent is bottlenecked by one long trajectory and limited context, forcing a trade-off between depth and coverage. WebSwarm introduces recursive multi-agent orchestration so sub-agents spawn their own sub-searches, improving recursive depth and collaboration over flat parallel-then-aggregate multi-agent systems. Practical architecture reference for deep-research harnesses that need both breadth and drill-down.

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