Building Hoovik: What Broke When I Put an ML Pipeline Inside a Video Call

9h ago · 8 min read · I started this project thinking it would take a month. It took closer to five or six. Not because video calls are hard — WebRTC tutorials are everywhere. But because the moment you add a real-time ML