How do you backtest moving average strategies without fooling yourself?

Backtests often overfit averages to historical data, producing results that fail live. Realistic spreads, slippage, and out-of-sample testing matter more than optimization. Crypto and forex data quality varies too. How do you backtest moving average strategies honestly?