Voice Agent Architectures Explained: Cascading vs Native Multimodal Pipelines

Everyone wants to build “voice agents”, but that term hides two very different architectures. The first is the classic cascading pipeline: speech-to-text → LLM → text-to-speech, all coordinated by you