Writing by

Scott Mallinson

Writing 13 posts

What adding an AI layer taught me about type ownership

Adding an AI layer to existing services surfaced something I'd been quietly ignoring: schema drift. Here's what fixing it actually looked like.

Engineering · 3 min read