You would be surprised how adept SOTA models are at reverse engineering with IDA/Ghidra or even plain old objdump. Opus basically knows IDAPython on the back of its hand.
They can be, but the most interesting parts (backend code, deployment confs) are not usually available. Reversing clients can help to understand a bit, but not with equal level.