Field Notes from the Engineering Pods.
Working playbooks, latency benchmarks, and architectural specs written directly by our principal AI engineers. No marketing fluff—just production code patterns and hard-earned learnings.
Architectural Research & Field Notes.
Explore latency benchmarks, mathematical specs, and production deployment playbooks directly from our engineering logs.
The Sub-300ms Voice Pipeline: Eliminating Speaker Collisions in WebRTC Telephony
Human conversational parity breaks down when turn-taking latency exceeds 400ms. By coupling neural Voice Activity Detection (Silero VAD) directly inside the WebRTC media worker thread, client interruptions trigger instant audio buffer flushing, reducing packet jitter and eliminating speaker overlaps across 12 spoken languages.
Calculate In-VPC vs. Public SaaS OPEX.
Public SaaS API markups scale linearly with your usage. ModelScale containerizes self-hosted vLLM clusters inside your private VPC, fixing compute costs while eliminating proprietary data egress.
Your next release runs on our stack.
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