Is there a real reason to use dataclasses over dicts for

Typos become errors instead of silent None, and the field list is documentation that cannot drift. The cost is a small allocation overhead, which matters only in the hottest loops. With slots=True even that mostly disappears.

The reporting layer, until something forces it. It is the part that feels productive to build and the part nobody opens twice.