How Do You Test If an Automated Strategy Remains Effective During Market Regime Shifts?
An EA or trading bot might show exceptional returns during trending markets but suffer severe drawdown when price enters a tight consolidation range. How do you programmatically detect when a market regime change occurs? What safeguards or parameters do you implement to pause automated trading during unfavorable conditions?