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Qwen3.8-Omni realtime on LiveKit: Inference, Agent Builder, or plugin?
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2
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30
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October 21, 2026
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Looking for a Realtime Voice AI Engineer / Consultant — LiveKit, Vapi, Retell + Stateful Backend
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4
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69
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October 20, 2026
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Per-session CPU burst from a plugin's native model being built lazily on the first audio frame (AI_Cousitcs) — any pattern for prewarmable per-session init?
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1
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38
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October 9, 2026
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Issue: RealtimeModelMetrics.ttft is always logged as 0.0 for gemini 3.8 live on vertex ai
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2
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89
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October 7, 2026
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Gemini-3.8-live rejected with vertexai=True in livekit-plugins-google, although Vertex AI serves it (EU multi-region)
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7
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143
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October 6, 2026
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Was it us or them? Answering "the live froze for me" with evidence
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3
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31
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October 1, 2026
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Turn-taking on real SIP calls: what cut my median reply from 2.44 s to 1.81 s (plus a question on short answers)
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2
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34
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September 29, 2026
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Voice Live API connector
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9
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195
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September 23, 2026
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Gemini Realtime API error: 1007 None. The audio content type (CONTENT_TYPE_AUDIO) is not supported for this model
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6
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226
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September 18, 2026
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OpenAI Realtime STT metrics recorded in Livekit
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2
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61
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September 17, 2026
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Self-hosted LiveKit for a university, which cloud/bare-metal provider fits this bandwidth-heavy load?
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3
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120
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September 7, 2026
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Data residency of South African sensitive data -
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4
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53
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September 4, 2026
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Agent shows persistent "ERROR" status — zero dispatch attempts logged, spanning multiple hours
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9
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101
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August 31, 2026
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Inaccurate Transcript Despite Correct Realtime Understanding
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23
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269
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August 27, 2026
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Unity Android Voice Chat Issues (Playback Route, Bluetooth, Samsung Low Microphone Volume)
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17
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205
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August 24, 2026
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Agent didn't followup after tool call
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9
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176
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August 12, 2026
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PSA: the FrameProcessor resample pattern silently discards ~16% of caller audio
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4
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60
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August 11, 2026
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How to size self-hosted LiveKit for 200 concurrent classrooms × 50 participants (10,000 total) — what hardware/config do I need?
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0
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137
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July 31, 2026
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Seeking strategies to optimize connection reliability and audio quality for users in strict GCC network environments experiencing aggressive UDP throttling
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18
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261
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July 28, 2026
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Gemini Realtime API error: 1007 None. The audio content type (CONTENT_TYPE_AUDIO) is not supported for this model configuration
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3
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139
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July 27, 2026
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Proposed enhancements for livekit.agents.llm.RealtimeModelFallbackAdapter
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0
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37
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July 27, 2026
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AWS Nova Sonic RealtimeModel (amazon.nova-2-sonic-v1:0): metrics emitted repeatedly and ttftalways0.0
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2
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52
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July 21, 2026
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I put LiveKit on an ESP32-S3 + ReSpeaker XVF3800 — a full-duplex smart speaker that listens while it talks
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16
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309
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July 9, 2026
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Bugs and proposed enhancements related to the generate_reply timeout following up actions
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3
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94
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June 29, 2026
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Payload type filtering
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2
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86
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June 29, 2026
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Generate reply timeout for gemini-live-2.5-flash-native-audio realtime model
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2
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96
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June 28, 2026
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Livekit Gemini-Live Pause issue
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9
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231
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June 19, 2026
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Audio Intelligence for Voice Agents
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1
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106
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June 19, 2026
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LiveKit Cloud GStreamer Pipeline Crashing with Connection Timeout (~4 min mark)
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3
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211
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June 18, 2026
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Session.say() hangs indefinitely (~20s+) when using Gemini RealtimeModel(gemini 3.1) as llm together with google.beta.GeminiTTS as tts; session.input.set_audio_enabled() / aec_warmup_duration do not reliably block user interruption in this configuration
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3
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87
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June 18, 2026
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