Maximum Concurrency (& Sub-Quadratic Scaling) By TokenGate

What is TokenGate? TokenGate is a beta Python concurrency system built around a token-managed execution model. Instead of managing threads directly, you decorate synchronous functions and the system handles routing, admission, and worker assignment automatically. The core idea is simple: every function call becomes a token. That token moves through a lifecycle — created, waiting, admitted, executing, completed — while the coordinator manages a pool of core-pinned workers underneath. You interact