•1 min read•from Towards Data Science
Why Adding More AI Agents Made Our System Slower
The hidden cost of asynchronous systems, how tiny CPU tasks quietly became our biggest bottleneck while scaling hundreds of LLM agents.
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#AI Agents
#LLM
#Asynchronous Systems
#Bottleneck
#Scaling
#CPU Tasks
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#System Optimization
#Distributed Systems
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#Architecture
#Throughput
#Latency
#Resource Management
#Task Scheduling
#Efficiency
#Software Engineering
#Computation