•1 min read•from Towards Data Science
Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them
How autonomous agents broke two decades of capacity planning — and what to build instead
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#Autoscaling
#Agentic Traffic
#Autonomous Agents
#Capacity Planning
#Traffic
#Scale
#Generations
#Architecture
#Infrastructure
#Performance
#Data Science
#Engineering
#Systems
#Cloud
#Elasticity
#Workload
#Optimization
#Resource Allocation
#Dynamic Scaling
#Agent