DSA Patterns
15 patterns from arrays to graphs. Master logic and efficiency.
Practice with AI that listens, reacts, and guides. Move beyond LeetCode and master the art of technical communication.
const twoSum = (nums, target) => { const map = new Map(); // I'm thinking... if I use a hashmap here // I can look up values in O(1) for (let i = 0; i < nums.length; i++) { const complement = target - nums[i]; if (map.has(complement)) { return [map.get(complement), i]; } map.set(nums[i], i); } };
The hidden problem
Our algorithm times your reviews at the optimal moment—right before you forget.
Learn the scienceHow our AI grades you
What you're evaluated on
Understanding
25%Show you know the problem before coding.
Clarify requirements, name edge cases, explain your approach, and give time/space complexity in your own words.
Problem-Solving
25%Work through the problem systematically.
Break the task down, compare approaches, debug with evidence, and improve from brute force toward an efficient solution.
Code Quality
20%Write code that is correct and maintainable.
Pass the tests, keep the algorithm efficient, use readable names, and structure the solution so another engineer can review it.
Communication
30%Make your thinking visible to the interviewer.
Think out loud, answer follow-up questions directly, narrate tradeoffs, and explain fixes as you make them.
How to score well
Clarify requirements, name edge cases, explain your approach, and give time/space complexity in your own words.
How to score well
Break the task down, compare approaches, debug with evidence, and improve from brute force toward an efficient solution.
How to score well
Pass the tests, keep the algorithm efficient, use readable names, and structure the solution so another engineer can review it.
How to score well
Think out loud, answer follow-up questions directly, narrate tradeoffs, and explain fixes as you make them.
The goal: Can you solve problems, explain your thinking, and write clean code?
5+ mock interviews significantly improve pass rates. Here's what that investment looks like.
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Master every format of the modern tech interview.
15 patterns from arrays to graphs. Master logic and efficiency.
Architecture & scalability. Discuss tradeoffs like a Senior Engineer.
Debug real codebases. Find the bottleneck, fix the performance.
Build on existing code. Test your ability to read and extend systems.
60-min sessions mirroring FAANG interview loops.
Code quality & safety. Identify vulnerabilities and harden systems.
40+ signals per session become one readiness score, clear benchmarks, and the next move for your practice.
Scores across 15+ DSA patterns show where you slow down, not just what passed.
Detects whether you struggle with problem setup, edge cases, or explanation, then adapts.
Week-over-week curves separate real gains from a one-session spike.
A single FAANG-calibrated score updates after every session so you know when you are ready.