SCCI Edge AI Router routes across devices

Interesting infra experiment, but it’s still a prototype: the real test is whether routing overhead and orchestration complexity buy enough latency, cost, or resilience to beat a single strong model or a simpler gateway.

• –The OpenAI-compatible FastAPI layer makes it easy to drop into existing apps without rewriting client code.
• –Task-aware lanes for chat, code, tools, and UI helpers are the right abstraction if node capabilities differ materially across phone, CPU, and GPU.
• –Telecom-inspired handover and anti-thrashing logic is the most novel part here; that’s a real concern in flaky edge environments.
• –Chunking and distributed summarization are the hard problems, and the repo admits they are not fully integrated yet, so current results are only partial.
• –Compared with provider routers, this is edge-first and topology-aware rather than just model/provider aware, which makes it more interesting for offline or hybrid deployments.