Now you can edit only a disabled integration (Former known issue)

Integration managers:

You can no longer edit any aspects of an existing integration unless you disable it first. This includes its name, any settings for the integration, or uploading a new integration file. You will also see information on this in the Edit Integration File dialog box for an enabled integration. (Issue 28832297)

The instructions in Manage an integration have been updated to reflect this change.