AppSecAI

Project Vision

Application security reviews are often manual and slow. Developers frequently merge insecure code under delivery pressure.

AppSecAI aims to automate security feedback directly in developer workflows using AI-powered code analysis.

How It Works

AppSecAI integrates with GitHub Pull Requests and automatically analyzes code changes for security vulnerabilities.

PR Security Agent

An AI-powered agent that reviews Pull Requests and detects security vulnerabilities before code is merged.

• Detect injection vulnerabilities
• Identify hardcoded secrets
• Suggest secure coding fixes
• Analyze changed files only
• Comment directly on Pull Requests

Roadmap

• Phase 1 – AI Pull Request vulnerability review
• Phase 2 – Secret detection and prompt injection scanning
• Phase 3 – AI-powered threat modeling

Open Source

AppSecAI is an open-source initiative focused on improving developer-first security tooling.

Follow development and contribute on GitHub.

Security

If you discover a vulnerability in AppSecAI, please report it responsibly.

Contact: security@appsecai.xyz

We follow responsible disclosure practices and appreciate contributions from the security research community.