Many people think that simulated trading is an excuse for failures, but that's not the case. True experts understand that over 10,000 system backtests are a necessary prerequisite before entering the market. A trading system that can consistently generate positive returns in both bull and bear markets is worth verifying with real money.

My current progress is as follows: I have completed the first phase of theoretical validation, and the system's performance is quite good. Now I am entering the second phase, using a demo account for practical drills. The starting capital is set at 5000U, and I plan to run 200 consecutive trades during this complex oscillating market.

Why such caution? Because no matter how perfect the backtest, it can't match the unpredictability of real market conditions. A demo account is the best way to identify hidden bugs. After 200 trades, if I can still maintain stable profits, then I will truly have the confidence to start live trading with real funds.

The first trade has already been executed, targeting ETH. Data recording is complete, and updates will continue. This is not gambling; it's speaking with data.