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You need to exclude bbPress from being processed by WP Super Cache. This can be done through a configuration setting within WP Super Cache.
> WordPress Dashboard
> Settings
> WP Super Cache
> Advanced tab
> Scroll down to “Accepted Filenames & Rejected URI’s”
> Add here strings (not a filename) …
I found the following entries in that text box:
wp-.*.php
index.php
I added:
/forums/
(My bbPress application is installed under my WordPress directory in the /forums sub-directory).
Now all URL’s that include the string “/forums/” are ignored in terms of caching.