Building Voice Agents with Google ADK, Gemini Live, and LangSmith Tracing

Voice agents fail in ways text agents don't — barge-in, tool latency, turn state. This shows the ADK plus Gemini Live build path with tracing wired in, so each turn's tool calls and model output are inspectable.

• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

• postManaged Deep Agents 0.9 adds Slack Reactions API
• postLangSmith Fine-Tuning turns agent traces into fine-tuned models
• postManaged Deep Agents 0.8 adds HTTP channels for webhook-driven agents
• postLangSmith Ships LLM-as-Judge Scoring for Every Production Trace

• videoCan Your Agent Hear You Now? Building Live Voice Agents with Gemini — Thor SchaeffAI Engineer
• postGemini 3.1 Flash Live targets real-time voice and vision agentsGoogle AI
• videoWhy AI Agents Should Have Their Own Sandbox — Philipp Schmid, Google DeepMindAI Engineer

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