Is there any other way than going through reverse engineering? Projects like LineageOS and others have shown this is really hard.

Why not simply start from scratch and make a truly open source phone? That is, design and build the electronics and the OS that goes on top of it. A bit like an iPhone+iOS but fully open source. Is this dream really unreachable?