Introduction: The Hidden Cost of LatencyMany teams only truly realize how expensive latency is after their product goes live.A seemingly simple AI Agent request often isn't just a single model call behind the scenes—it's an entire execution chain: the model understands the task, calls tools, reads data, reasons again, calls APIs, and finally generates results. Users only see one answer, but the system may have traveled back and forth between different services a dozen times.If each step adds a little waiting time, what accumulates in the end...
Posts tagged AI Agent Performance Optimization
When AI Agents Extend Call Chains: Latency Becomes a Business
Introduction: The Hidden Cost of AI Agent LatencyMany teams only truly realize how expensive latency becomes after their products go live. What appears to be a simple AI Agent request on the surface often involves not a single model invocation behind the scenes, but an entire execution chain: the model understands the task, calls tools, reads data, performs additional reasoning, invokes external APIs, and finally generates results. Users see only one answer, but the system may have already traveled back and forth between different services a...