Design a voice assistant architecture (speech in, speech out) with low latency.

A voice assistant chains STT, an LLM, and TTS under a brutal latency budget where every stage adds delay. The signal is streaming and pipelining the stages plus turn-taking, not three blocking calls. Here is the design.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.