How do you handle contamination in long-term bacterial cultures?

I run weeks-long continuous cultures and occasionally get a contaminant that only shows up late in the run.

It is hard to tell whether it came from the inoculum, the media, or the setup itself.

How do you track down the source and decide whether to restart or salvage the experiment?