The RAF Strategy is a portfolio rotation model that adapts allocations between growth-oriented assets (e.g., leveraged equity indices) and defensive assets (e.g., gold, treasuries, utilities) using adaptive filters. Historical backtests from 2010–2025 produced a 45% compound annual growth rate, a 34% maximum drawdown, and a Sharpe ratio of 1.3. Live trading on QuantConnect shows close alignment between backtest and execution, with an average difference of only +0.02 per trade. Robustness testing, including rolling parameter jitter, further demonstrates consistency across market regimes.