Blog

Notes on building a tutor that knows the class.

How we test our AI tutor

A tutor that hands out answers can make students worse at the test. Here's the 36-case evaluation we use to catch that, and what it found across four Claude models.

CourseWing's first summer

How a course-aware tutor went from first prototype to a live product in one summer.