Best fit
- You want AI apps to keep one stable local endpoint.
- You need provider switching, request logs, cost visibility, or failover.
- You want client config changes to be reversible.
Not ideal
- You use one client, one provider, and the setup rarely changes.
- You do not need logs, failover, cost tracking, or config rollback.
What a local AI gateway does
It gives your AI apps a stable local endpoint, then decides which upstream provider and model should handle each request.
Why MuxLayer
MuxLayer focuses on client compatibility, local logs, provider failover, multi-key rotation, and reversible config changes instead of hiding everything behind a hosted service.
Who it is for
Use it when you run multiple AI clients, compare providers, need request history, or want a safer way to switch model backends without breaking client workflows.