HOW IT WORKSHow to practice for frontier AI interviews.
Choose a company, role, round, or skill. Complete one exercise, review the evidence, and repeat the areas that need work.
01Choose your focus
Select one or more companies, a role, and the Python or systems topics you want to practice.
02Work through the exercise
Run Python in the browser or step through an engineering scenario as new constraints appear.
03Check and save your work
Use tests, notes, and snapshots to see what changed between attempts.
04Return to weak areas
Mark shaky exercises for review and repeat them until the approach feels natural.
Reflection prompts
AFTER EACH REHEARSALReview the reasoning, not only the score.
- What requirement, signal, or constraint did I miss at first?
- Which decision was supported by evidence, and which was only an assumption?
- Where did my implementation, design, or explanation become fragile?
- What would a stronger alternative look like, and why did I reject it?
- Which single follow-up exercise should I run next?