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CoPair

CoPair AI-powered coding interview prep that adapts to your weaknesses.

Code Video Cerebral Valley

Core trick

A diagnostic quiz scores topic weakness, then an LLM generates Python challenges and progressive hints for the weakest topics.

Tags

education

Description

CoPair AI-powered coding interview prep that adapts to your weaknesses. The Problem It Solves Traditional interview prep is often unfocused—you either grind random problems or don't know where you're actually struggling. CoPair addresses this by: 1. Diagnosing Your Weaknesses — Takes a diagnostic quiz covering 17+ DSA topics (Arrays, Two Pointers, Stack, Binary Search, Trees, Graphs, Dynamic Programming, etc.) 2. Providing Targeted Practice — Instead of random problems, it generates Python coding challenges specifically for topics you got wrong 3. Offering Smart Hints — If you're stuck, the AI provides progressive hints that guide you without revealing the code
sravan953/copair★ 00 forksTypeScriptMITCreated Dec 6, 2025 · last push Dec 6, 2025

README excerpt

# CoPair

AI-powered coding interview prep that adapts to your weaknesses.

## The Problem It Solves

Traditional interview prep is often unfocused—you either grind random problems or don't know where you're actually struggling. CoPair addresses this by:

1. **Diagnosing Your Weaknesses** — Takes a diagnostic quiz covering 17+ DSA topics (Arrays, Two Pointers, Stack, Binary Search, Trees, Graphs, Dynamic Programming, etc.)

2. **Providing Targeted Practice** — Instead of random problems, it generates Python coding challenges specifically for topics you got wrong

3. **Offering Smart Hints** — If you're stuck, the AI provides progressive hints that guide you without revealing the answer

## How It Works

1. **📋 Diagnostic Quiz** — Answer multiple-choice questions on DSA concepts
2. **🔍 AI Analysis** — Gemini AI analyzes your responses, identifying weak areas, common mistakes, and strengths
3. **💻 Practice Mode** — LeetCode-style Python problems are generated on-demand for each weak area
4. **▶️ In-Browser Execution** — Run your code and test against test cases using Pyodide (Python in the browser)
5. **💡 Hint System** — Request AI-powered hints after failed attempts
6. **📊 Summary** — Track your progress and see completed topics

## Tech Stack

| Component | Technology |
|-----------|------------|
| Frontend | React 19 + TypeScript |
| Build Tool | Vite |
| AI | Google Gemini (`gemini-2.5-flash-lite` for analysis, `gemini-3-pro-preview` for problem generation) |
| Code Executi

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