Kinit
Built at Google DeepMind Bangalore Hackathon · Jul 11, 2026 · Marathahalli, Marathahalli Main Road
Imagine AI wrote code for a *loyalty points app* (earn points, spend points). You look at the code and click *"Yes, I understand this."* Kinit says: *"Really? Let's find out."* It: 1. Makes *broken copies* of your code (with sneaky bugs hidden inside) 2. Runs your *tests* on each broken copy — do your tests notice? 3. If a bug *hides* from your tests, it finds *one example* that proves the bug is real 4. Asks *you: "Your tests can't tell the difference — but **you* should know your own code. What answer does *your* code give?" 5. Gives you a *final score: did your tests work? did **you* actually know your code? That's Kinit.