AI agents frequently fire numerous search queries, but current search APIs, designed for human interaction, introduce significant latency and variance, creating a production bottleneck. Octen's search API, with a 62ms latency and a low 6ms p50-p90 spread, allows agents to treat search more like memory, fundamentally altering architectural design.
High-variance search APIs are a binding variable for agentic AI performance, shifting architectural design towards low-latency, predictable search as a memory layer.