DS9 in a nutshell

The Founders were stabbed in the back by traitorous communists, trade unionists and Cardassians.

I think the Dominion did mention they were already aware of the Federation but didn't expect them for a couple hundred more years...until they found the anomaly.

Wolf 359 was an inside job