To use a shaving soap, it helps having it fixed when applying the brush to it.
To that effect, I 3D-printed a soap-holder insert, that allows the shaving soap to firmly sit on top.
The technical solution is a 3D-printed thingy that clips into my soap-holder and keeps the soap in place.