How Do You Evaluate Whether a Currency Correlation Is Stable Enough to Use?

Relationships between currency pairs can strengthen, weaken, or reverse depending on market conditions. How would you test whether a correlation is useful for your intended purpose? What period would you examine, and how would you avoid treating a historical relationship as a permanent rule?