01Personalized learning recommendations and resources based on identified knowledge gaps
02Multi-track simulations for General, ML, Data, and Staff+ engineering roles
0338 GitHub stars
04Rigorous architecture critiques that challenge surface-level answers and assumptions
05Interactive 30-60 minute sessions with realistic time pressure and follow-up questions
06Detailed performance feedback including hiring ratings and level-specific assessments