GSC AppSec Platform for Automating Git Repository Security

GSC is an AppSec platform for Git repositories, built with pure Python and SQLite. The tool independently detects vulnerabilities, generates proofs of concept (PoCs), and suggests ready-to-use code fixes.

The platform supports CI/CD integration, CLI usage, or SaaS deployment. Notably, using large language models (LLMs) is not required for the system to function.

The focus is on result verifiability rather than mass false positives. The system automates the full cycle: detection, confirmation, remediation, and change verification.

A key feature of GSC is its self-learning capability. Overnight, the platform analyzes statistics and automatically disables rules that show excessively high false-positive rates.

The project source code is available at:

• GitHub Repository