IBM made some changes to the code in Notes 8.5.3 Fix Pack 5 and higher that seems to be blocking the Adobe toolbar. That toolbar has caused a lot of issues for IBM and Adobe has yet to fix it. So IBM implemented their own fix for the issue. That fix seems to be that they now prevent the toolbar from loading at all.
Now, the rest of the integration still seems to work, at least with 8.5.3 FP5. So the options that are on that tool bar are also available in the Actions menu. Apparently, the issues between IBM and Adobe all boiled down to that tiny two button toolbar.
I have not yet tested Pro X or Pro XI with 9.0.1 yet. So I do not know if IBM went even further with their own fix in 9.0.1 or not.