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#1 Technical Interview Simulator

Ace your next
tech interview

Practice with AI that listens, reacts, and guides. Move beyond LeetCode and master the art of technical communication.

Interview Session: Two Sum (Optimal)
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);
    }
};
AI Interviewer
"Exactly right. Walk me through what you'd store in the hashmap and how you'd handle the lookup."
Voice ActivityRecording...

The hidden problem

You forget 80% within a week

MemoryDay 1Day 3Day 7Day 3020%90%
Random practice
With CodeSparring

Our algorithm times your reviews at the optimal moment—right before you forget.

Learn the science

How our AI grades you

Real Interview Scoring

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.

Understanding
25%

How to score well

Clarify requirements, name edge cases, explain your approach, and give time/space complexity in your own words.

Problem-Solving
25%

How to score well

Break the task down, compare approaches, debug with evidence, and improve from brute force toward an efficient solution.

Code Quality
20%

How to score well

Pass the tests, keep the algorithm efficient, use readable names, and structure the solution so another engineer can review it.

Communication
30%

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?

What interview prep costs

5+ mock interviews significantly improve pass rates. Here's what that investment looks like.

Human Mock Interviews

Interviewing.io, Pramp Pro, etc.

$0$0

$150–225 per session × 5 sessions

Real human feedback
Requires scheduling in advance
CodeSparring

Unlimited AI mock interviews

$0/month

Cancel anytime

AI adapts to your skill level
Practice at 2am before your 9am interview

One month costs less than a single human mock session.

Feature
LeetCode$35/mo
Human$150+
Ours$25/mo
Practice speaking through solutions
Available 24/7, no scheduling
Real-time hints while coding
Consistent feedback quality
N/A
Varies
Spaced repetition system
Unlimited practice sessions

No credit card required

6 Specialized Interview Types

Master every format of the modern tech interview.

DSA Patterns

15 patterns from arrays to graphs. Master logic and efficiency.

System Design

Architecture & scalability. Discuss tradeoffs like a Senior Engineer.

Bug Fix

Debug real codebases. Find the bottleneck, fix the performance.

Add Functionality

Build on existing code. Test your ability to read and extend systems.

Real-World Rounds

60-min sessions mirroring FAANG interview loops.

Security

Code quality & safety. Identify vulnerabilities and harden systems.

Performance Analytics

See exactly where you stand — and why

40+ signals per session become one readiness score, clear benchmarks, and the next move for your practice.

Performance Analytics

Scores across 15+ DSA patterns show where you slow down, not just what passed.

Avg +18 pts after 5 sessions

Cognitive Profiling

Detects whether you struggle with problem setup, edge cases, or explanation, then adapts.

3 learning modes identified

Progress Trends

Week-over-week curves separate real gains from a one-session spike.

Weekly + monthly view
Key differentiator

Interview Readiness

A single FAANG-calibrated score updates after every session so you know when you are ready.

Benchmarked against 10k+ interview outcomes
Your Metrics
Last 30 days
+12%
78%Ready
Arrays92%
FAANG avg
Trees75%
FAANG avg
Graphs58%
FAANG avg

What gets tracked

Every session feeds your profile, so recommendations come from observed behavior instead of guesses.

Session Duration
Time spent
Test Pass Rate
Code quality
Hint Usage
Self-reliance
AI Collaboration
Tool mastery
Communication
Explanation skill
Problem Solving
Approach