01 A CODE AUTOPSY FOR STUDENTS

Don’t fix the code.
Fix the mental model.

Breakpoint turns a failed solution into a precise diagnosis, the smallest repair, and a 60-second lesson—then checks that the student actually understood it.

1 linechanged
1 conceptrecovered
0%answer dumping
CASE_001.PY

NO-SETUP DEMO Prepared cases run here without an API key. Custom code requires an API-enabled deployment or local setup.

03 WHY BREAKPOINT

A wrong answer is not the end.
It’s the best learning data you have.

01

Diagnose

Names the bug class and the hidden misconception—not just the broken line.

02

Repair

Changes the minimum code possible, so the student keeps ownership of the solution.

03

Verify

Uses one targeted question to prove the concept landed before celebrating success.