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The 4-layer voice-agent latency stack, traced with OTel spans

** How I instrument ASR, LLM, TTS, and the client with OpenTelemetry, and which number in each layer I actually look at ** TL;DR. A voice agent is fou…

aiobservabilityvoicerust
Dev.to Jun 9, 2026, 09:28 UTC
EN

Your AI Agent Needs Communication Modes, Not a Voice Clone

TL;DR Every AI platform collapses communication into a single flat voice profile — but knowledge workers switch between at least six distinct register…

ainativeagentsvoicecommunication
Dev.to Jun 6, 2026, 07:21 UTC
EN

OpenAI Realtime Beta Disappears May 7 — Your Voice Agent's Audio Handlers Will Stop Firing With No Error

On May 7, 2026 — five days from now — OpenAI removes the Realtime API beta . If you have a voice agent, transcription pipeline, or any WebSocket/WebRT…

openaiapimonitoringvoice
Dev.to May 3, 2026, 04:02 UTC

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