Speculative tool calling and prefetch caching

A voice agent's 2,500ms problem was scheduling, and one timer was 74% of the fix

A telephony rewrite took response times from 2,500ms to under 1,800ms. Most of the delta came from one detection change, and a single CRM lookup can still undo all of it.