Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them
Explains why AI agents create unique scaling challenges and proposes architectural solutions for engineers building agentic systems.
AI Summary
Agentic AI traffic breaks traditional autoscaling approaches due to unpredictable bursts, correlated fan-out, and relentless retries, requiring new infrastructure patterns.
Excerpt
How autonomous agents broke two decades of capacity planning — and what to build instead The post Three Generations of Autoscaling — And Why Agentic Traffic Breaks All of Them appeared first on Towards Data Science.
