These utilities protect your software development lifecycle by identifying vulnerabilities and logic flaws before they reach production. They function by scanning source files for insecure patterns, hardcoded secrets, and dependency weaknesses that expose your infrastructure to risk. When selecting a tool, prioritize the ease of integration into your existing build pipeline and the accuracy of the feedback loops to ensure your team stays focused on shipping features rather than chasing false alarms.

Real-time security guardrails for your AI code assistant

Your AI Security Engineer

Scan, fix, and refactor your codebase with One-Click

AI-powered SAST Security That Actually Understands Your Code

prr-kit

AI-Native Code Security: Find, Fix, Ship Confidently

Highest Fidelity F1 Score Hybrid Engine, Language Agnostic

Your agent decides what's safe. grith decides what runs.

Runtime firewall for AI coding agents.

One command to security-grade your MCP server

Threat modelling at the speed of code

Version-controlled threat modeling with AI for dev teams

Let AI coding agents use your API keys without seeing them

AI coding you control — with the models you already use.

Free security expertise for your coding agent. Every prompt.

AI pentester for your code, on its own model

Find the security holes in your vibecoded app before hackers

The safe, self-hosted supply chain for your code and agents

AI-powered code security for every developer&teams

Works on 120b, 20b and even 8b models