Hi, I'm not sure which step was the problematic one, but here's what I did:
For each Trainbuilder of my 4 sections trains:
1 - Changed the requester chest from MK1 parts to MK3 parts
2 - Changed the recipe on the builder to make MK3 trains
3 - Mined the current train on the track under the builder
Then, since I have 3 depots associated with these, I mined the MK1 trains that were there waiting.
But the trainbuilders never spawned another train on the track and the depots train limits were marked as "0/None".
Removing the trainbuilders + controller and building them again made them start working again.