Three architectures carry almost every WebRTC video product, and they differ in one thing: where the media flows. Peer-to-peer (P2P) connects participants directly, with no media server in ...
A voice AI agent on WebRTC is a real-time pipeline — audio capture, speech processing (either a cascaded STT → LLM → TTS chain or a native speech-to-speech model), and audio playback — runnin...
WebRTC is the browser-native protocol for interactive, two-way real-time communication — calls, telehealth, conferencing — with proven sub-250ms latency. MoQ (Media over QUIC) is an emerging IETF...
To migrate from Twilio Video means moving your signaling, media routing, and client SDKs off a managed CPaaS onto either another managed video API or your own WebRTC infrastructure. First, ...
By Trembit Engineering Team · Last updated: 2026-07-08 An AI agent is a system built around a large language model that can take actions — call tools, read and write to your real systems, and decid...
By the Trembit AI Engineering Team · Last updated: 2026-07-08 An AI admin co-worker is an AI agent that reads incoming documents and requests, makes a judgment call on the routine cases, and hands an...
By the Trembit Engineering Team · Last updated: 2026-07-08 An AI orchestration engine is the production layer that sits between your application and its models. It routes each request to the right mo...
Deploying clinical AI safely means satisfying at least three overlapping obligations at once — and the cost of getting it wrong isn't a late feature. It's a blocked NHS or HIPAA review, a patient-sa...
AI in healthcare in 2026 runs in production at scale in four places: ambient clinical documentation (AI scribes), imaging-triage support for radiologists, administrative and back-office automation (pr...
A real-time AI content moderation pipeline is the combination of three things: extracting frames and audio from a live media stream, running AI inference on them, and returning an enforcement action ...
A WebRTC rescue is what happens when a live video product is failing — calls drop, connections hang on "connecting," audio goes one-way — and the team that owns the code can't find the root cau...
"Should we build on WebRTC or wait for MOQ?" That's the question we heard three times last month from startup CTOs planning their video platforms. Each time, our answer surprised them. The short v...
“So… are we still betting on WebRTC?” Last month, during a discovery call with a SaaS founder, we heard that exact question. The team was planning a major upgrade of their video collaboratio...
"Should we switch to AV1 for our video platform?" we've heard this question at least a dozen times in the past six months from product managers looking to optimize their WebRTC applications. The a...
"We need sub-second latency for our live streaming platform." That's what the founder told us last week. When we asked what they were building, they said it was a sports broadcasting app for casual v...
The Stability vs. Engagement Tradeoff in Modern Dating Apps The evolution of video features in dating applications has created a fascinating technical crossroads. While live video dates promise re...
Preventing Infrastructure Overload Through Smart Architecture Selective Forwarding Units (SFUs) have become the backbone of modern video dating applications, enabling real-time connections between...
Understanding the UX and Infrastructure Collision in Video Dating Instant video calling sounds like the ultimate feature for dating apps — the promise of immediate, authentic connection at the t...
"We're thinking about upgrading to 4K for our video platform." That's what a startup CTO told us last month. His team was planning significant infrastructure investment to support higher resolution s...
A telehealth startup recently discovered that its video consultations worked beautifully in Seattle but struggled in rural Montana. Latency spiked to 800ms, doctor-patient conversations felt unnatura...
