Strategy Decay & Algo Adaptation?

Does a mechanical Forex strategy naturally stop working every 12 to 18 months?

A system backtested over 5 years often runs into a 3-month brick wall where market volatility conditions shift completely. Do you tweak your indicators and filters every time performance drops, or do you stick to the plan and ride out massive drawdowns?