Designing a Low-Latency Voice AI Stack
A practical architecture view of SIP ingress, media handling, ASR, LLM orchestration, TTS and human handoff.
Read article →RESOURCES
Technical insight for real-time communications.
A knowledge center for architecture, voice AI, SIP, media, observability and production operations.
SIP Edge Design for Modern Voice Platforms
What belongs at the SIP edge: routing, security, topology control, media anchoring and observability.
Read article →What to Measure in a Real-Time Communications Platform
A framework for signaling metrics, RTP quality, application latency, capacity and service-level objectives.
Read article →Connecting Browser Voice to SIP Infrastructure
Key decisions across WebRTC signaling, ICE, TURN, SRTP, gateways and backend integration.
Read article →Understanding End-to-End Turn Latency
Breaking down VAD, ASR, LLM TTFT, TTS and media-path latency for natural voice interactions.
Read article →Designing Voice Systems for Failure
Capacity headroom, health checks, retries, queues, multi-zone failure and graceful degradation.
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