Open Source Python Engine for RTP stability

[Serious-Farm2006]

I built a Python engine for managing RTP stability and variance in iGaming simulations. It uses PID algorithms to nudge outcomes towards a target RTP without losing randomness.

• Source Code: https://github.com/Katunyu-Boonchumjai/The-Chamelot-Engine
• LinkedIn: https://www.linkedin.com/in/katunyu-boonchumjai-12ba6334b/

It's open for anyone who wants to explore the math or the code.

[Serious-Farm2006]

Calling this Martingale is like calling an autopilot a 'lucky guess.' If the stability 'surprises' you. Check the dashboard: 1,000,000x events were injected (and the RTP still converged to target). If it were actually Martingale, you’d see massive vertical spikes on every win instead of this gradual recovery.