AlphaAvatar: a self-hostable realtime full-multimodal personal AI assistant runtime

Thanks a lot — I really appreciate the thoughtful feedback. I agree with your point that this is probably only the first step. Right now AlphaAvatar is intentionally more of a runtime / harness layer: it connects voice, vision, memory, persona, tools, RAG, DeepResearch, channels, and status feedback into one working system that people can actually run, inspect, and modify. Longer term, I also think some parts of today’s harness will move closer to the model or “kernel” itself — for example context compression, tool planning, memory grounding, multimodal state tracking, and maybe even parts of persona / user modeling. At the same time, I still think there is value in keeping some of the system explicit and user-owned: observability, privacy boundaries, provider swapping, self-hosting, debugging, and control over personal memory/tools are hard to fully hide inside the model. I’d be very interested in discussing this more. One question I’m thinking about is: which parts of the current harness do you think should move into the model first, and which parts should remain as an external runtime? I’ll also take a look at your Topics and Projects and come back with some concrete talking points. Thanks again for the encouragement — really appreciate it.