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Adding more LLM agents at Planck increased latency due to hidden CPU-bound tasks like serialization. The event loop lagged from tiny CPU work per concurrent call, not from I/O. Optimizing with orjson and adjusting aiohttp connection limits helped but did not eliminate the bottleneck.
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