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AIM Fall 2026: VibeCheck — AI security companion for AI-generated applications.

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VibeCheck

Description

VibeCheck is an AI security companion for detecting and repairing vulnerabilities in AI-generated applications. It combines static analysis with a specialized language model inside a VS Code extension to find logic flaws and hardcoded secrets and propose safer patches.

Planned Technologies

  • Python and JavaScript/TypeScript
  • VS Code Extension API
  • Hugging Face Transformers, TRL, PyTorch, and Ollama
  • Opengrep, TruffleHog, Tree-sitter, and SQLite

Docker Setup

Make sure Docker Desktop is installed and running.

docker compose up -d
docker compose down
docker compose ps

This is a generic starter configuration. The team can add project-specific dependencies and startup commands later.

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AIM Fall 2026: VibeCheck — AI security companion for AI-generated applications.

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