Autoscaling is often treated as the gold standard for cloud efficiency. With a few lines of configuration, you can tune your infrastructure to match traffic in real-time, saving money while keeping your app solid under load. But with Real-Time Communication (RTC) apps, the rules change. Whether you’re
TURN servers remain one of the most common points of confusion in WebRTC applications. While STUN and TURN servers both play critical roles in establishing WebRTC peer connections, teams new to WebRTC development often struggle to understand their differences and implementation details. Even experienced developers may overlook
For organizations prioritizing data privacy and zero variable cloud costs related to inference, it is entirely possible to build a voice agent using off-the-shelf open source tools. In this post, we will outline a practical Voice AI stack that avoids vendor lock-in while still supporting real-time, natural
This project shows how to prototype a real-time voice AI Android app using Gemini 2.0’s Live API over WebSockets as an open-source proof of concept before committing to full production infrastructure. By combining low-level audio control on Android, duplex audio streaming, and multimodal AI, we built an
