Technology & Science

I Built a Threading Engine - I Need Results (Feedback)

Joseph Boone·Dev.to·2h ago·1 min read

I Built a Threading Engine - I Need Results (Feedback)

Joseph Boone·Dev.to·2h ago · Thursday, April 23, 2026·1 min read

I've been building TokenGate - an experimental Python concurrency engine that uses a token-based model to manage threaded tasks. No manual thread management, no futures, no ThreadPoolExecutor. Just a 3 line coordinator and single line decorators to manage all threading.

It runs on Python 3.12 with the GIL effectively "gone". On my machine (Ryzen 7800 / RTX 4070 Super) I'm seeing 7.25x concurrency

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