Can I edit posts after they are published?

Yes, it is possible to edit and delete publications after they are published, but only on some social networks, the social networks that allow this functionality in your API, are:

Edit:

Facebook, Tumblr

Delete:

Facebook, Tumblr

These features are available in the Activity menu, Publications page, in the upper right corner of each publication.