/execute: AI Genesis

Start

Solve problems that actually makes people life easier!

Oraxyn

muhammadtalha

CodeSentinel is an AI-driven code security and review platform that integrates directly with GitHub and Bitbucket to analyze pull requests in real time. Powered by Claude Sonnet, it deeply inspects code diffs to detect logic bugs, security flaws (like SQL injection, insecure auth), and style violations. Unlike traditional scanners, CodeSentinel reasons about code contextually, explains vulnerabilities, suggests secure fixes, and even allows developers to chat directly with the AI to ask follow-up questions or request refactors.

I built the entire platform solo in under 4 days — full-stack (React, FastAPI, PostgreSQL), with secure OAuth integration, PR diff handling, AI prompt engineering, and a live chat interface. Developers can review and fix PRs with LLM assistance, right from their dashboard.

CodeSentinel elevates code quality, automates security, and saves teams countless hours — all through intelligent, explainable AI. It’s not just a static scanner; it’s a full-fledged AI copilot for your codebase.

CodeSentinel is an AI-powered platform that performs real-time pull request reviews, detects security flaws, and chats with developers to explain and fix code. Built solo in 4 days, powered by Claude Sonnet and designed for secure, scalable code quality.

"Oraxyn team on /execute: AI Genesis Hackathon"

Team Idea

Submission