Enterprise-Scale AI on Kubernetes: Bifrost Achieves Sub-Microsecond Gateway Latency

As AI workloads scale into thousands of concurrent requests per second, even microsecond-level gateway latency compounds into measurable user impact and token waste. Bifrost, built in Go for Kubernetes, delivers proven performance advantages—54× lower P99 latency and 68% less memory than Python alternatives—demonstrating that architectural choices, not just proxy features, determine whether enterprise AI systems scale reliably or collapse under load.