Tunneling Out of the Air-Gap: Software Data Diodes for Industrial IoT
IT InstaTunnel Team Published by our engineering team SaaS on a Laptop: Monetizing Local AI Models with Token-Gated Tunnels You don’t need a cloud server to sell API access. Here’s how to wrap your local Python script in a token-gated tunnel that charges users $0.01 per request — before the traffic ever touches your machine. In the rapidly evolving landscape of AI infrastructure, a striking paradox has emerged: as open-weight models become more capable and local inference becomes genuinely viable, the tooling to commercialize that compute has remained stubbornly cloud-centric. Developers are running state-of-the-art models on their own hardware, only to face exorbitant cloud hosting costs, complex billing integrations, and the ever-present threat of “Denial of Wallet” attacks when exposing endpoints to the public internet. But the infrastructure to bypass all of that is now real, production-grade, and accelerating fast. This article breaks down the full stack: local inference re...