Funny thing about that is it's true for the company too. Sounds like he took all the "tech" with him and now they don't have the code for their own platform.
Without this and other critical information in writing, there is a huge chance you have totally different understandings of what the other party had in mind. This isn't to say they are trying to screw you, simply that there are ranges of "normal" for all of the important bits usually governed by an employment contract. If you don't have it in writing, your best hope is that yet another party (a judge) will impose her understanding of the terms. Not what you want.
If you're joining as an employee, even more reason to have an agreement in place, for both parties protection. Otherwise the code you write doesn't even belong to the company, as shown in this case.