How Do You Judge Whether a Trading Strategy's Losing Trades Are Within Expectations?

A run of losses can be consistent with a strategy's historical behaviour, but it can also indicate that something has changed. How do you estimate the range of losing streaks that the method can reasonably experience? What evidence would prompt you to pause and investigate rather than continue automatically?