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Anthropic advises companies to consolidate sub-agents into a single agent using newer models like Opus 4.5 and Opus 5.5. Their findings show single agents run about twice as fast as multi-agent setups while reducing costs and latency. A migration kit is available on GitHub to help teams transition away from complex architectures.
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