I feel this in my bones. I've literally had to fix outages in products where the failure was a "document store" or a "notification system" haphazardly slapped on by a student under direct supervision of a PM with no experienced technical leadership.

One time it was user profile avatars that took a site down. I work in line of business software, nobody needs avatars.