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Jishu Labs

Sensei

AI-powered code comprehension tool

Full-Stack Developer2024Solo project

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Overview

Sensei (Teacher) is an AI-powered code comprehension tool that helps developers understand unfamiliar codebases. Upload code files or paste snippets to get instant explanations, documentation, and architectural insights powered by GPT-4.

The Challenge

Developers spend significant time understanding legacy code or onboarding to new projects. Reading through thousands of lines of undocumented code is time-consuming and error-prone.

The Solution

Built an intelligent code analysis system that uses GPT-4 to explain code logic, identify patterns, generate documentation, and answer questions about the codebase in natural language.

Impact

60%
Time Saved
Faster code comprehension
1K+
Analyses
Code files analyzed
15+
Languages
Programming languages supported
95%
Accuracy
Explanation accuracy

Technology Stack

Frontend

Next.js 14ReactTypeScriptTailwind CSS

AI/ML

OpenAI GPT-4Code ParsingAST Analysis

Backend

SupabasePostgreSQLEdge Functions

Features

Syntax HighlightingCode DiffingExport

Key Features

AI-powered code explanations
Automatic documentation generation
Multi-language support
Code complexity analysis