Real-time applications, from live coding assistants to conversational voice agents, require LLM latency measured in hundreds of milliseconds, not seco

Production LLM workloads rarely fail because of model intelligence. They fail when latency spikes, context windows overflow, or inference costs scale

Real-time applications, from live coding assistants to conversational voice agents, require LLM latency measured in hundreds of milliseconds, not seco