Hi Richqw, thanks for the comment!

The bot uses a mean reversion based on the assumption that prices will tend to revert to a long-term average or mean over time. If an asset is currently trading away from its mean, the strategy predicts that it will eventually return to that mean, providing a trading opportunity.

To further test it, we'd have to test over different periods, out of sample testing, and Monte Carlo testing.

The good news is that anyone can create a bot and test themselves.