Learning Guides
Comprehensive, role-specific learning guides written by experienced engineers from top tech companies. Every guide is tailored to your exact role and target company, covering not just solutions but deep conceptual understanding.
Available Learning Plans
Software Engineering
LeetCode-style coding challenges, system design deep dives, and behavioral prep tailored to SDE interviews
Data Science
SQL optimization, statistics fundamentals, ML concepts, and case study frameworks specific to data roles
Systems Design
Distributed systems, scalability patterns, architecture decisions, and company-specific design questions
Machine Learning
Deep learning theory, model optimization, experimentation frameworks, and ML systems design
Company-Specific Customization
Software Engineering
Google, Meta, Amazon
Data Science
Netflix, Uber, LinkedIn
Systems Design
Apple, Microsoft, Tesla
Machine Learning
OpenAI, DeepMind, Anthropic
Right now we're limiting access because of high demand, but early users get first access as we scale. All guides are continuously updated with the latest interview patterns from top companies.