Caching issues

Is anyone else having an issue with the plugin and using other caching plugins?

I’ve tried Total Cache and WP Super Cache.

The site works fine to begin with, but soon enough some pages attempt to load the posts and it doesn’t work, so it shows a blank screen.

If I view the page when logged in (so no caching), then it works fine.

Any ideas how to get the 2 to play nicely together?