Practice results are simulated from incoming live ticks. They do not place Deriv trades and do not prove that a frequency rule predicts the next digit.
This MVP intentionally stops before real-money execution. The next layer will use Deriv OAuth and an authenticated trading WebSocket so users can explicitly authorize demo or live trading. Deriv's current API uses a public WebSocket for market data and authenticated WebSockets for account-scoped trading.