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
As WebRTC developers, we’ve gotten very good at moving real-time media around the globe. But often, the most exciting and valuable work happens when we stop just routing media and add some processing to it. The challenge is that building custom, real-time media processing workflows is often
WebRTC has been enabling video and audio communication directly in your browser without any plugins for 10 years now. Even services like Google Meet and Discord use WebRTC to provide crystal-clear voice and video calls in real-time. This powerful technology has revolutionized how we connect online, but
WebRTC applications present unique operational challenges that traditional monitoring tools cannot address. Unlike conventional web applications, real-time communication systems operate with complex peer-to-peer connections, dynamic network conditions, and media processing pipelines that can fail silently or degrade gradually. The primary challenge lies in observability. WebRTC applications generate
