In can help to give an initial overview over a code base, its structure and contained functionality (with the usual risk of inaccuracies and fabulations), but it can’t supply the rationale and contextual information that good documentation provides, which can’t be derived from just the code. It also can’t distinguish between what is an implementation detail and what is part of an implicit interface contract.