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An observation about how AI voice agents struggle with realistic customer behavior such as interruptions, self-corrections, and mid-sentence changes, suggesting turn-taking is a key challenge for enterprise voice AI.
LangChain launches LangSmith tracing for voice frameworks (Pipecat, LiveKit, OpenAI Realtime, Gemini Live), enabling full audio monitoring, STT/TTS latency tracking, interruption detection, and VAD analysis with minimal code.