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#architecture
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Inference-time compute (Reasoning models)
Extra computation for an individual prompt can improve some demanding tasks, but it does not guarantee a correct answer and adds latency.
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Multi-agent systems — when and why to split work between roles
A multi-agent system divides work among specialized agents. It can help when one agent struggles with complex rules or tools, but it adds coordination, cost, and new places for errors.
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