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Guardrail – Product Requirements Document (PRD)

🧠 Overview

Guardrail is an open-source, developer-first platform that audits, simulates, and fixes code — especially AI-generated code — to ensure it is secure, scalable, and production-ready.

Ship fast. Stay safe.

🎯 Vision

To become the default safety layer for AI-generated code, acting as a real-time guardian that prevents developers from shipping insecure or unscalable applications.

❗ Problem Statement

With the rise of AI coding tools, developers are:

  • Shipping unreviewed code
  • Introducing security vulnerabilities
  • Writing inefficient or unscalable logic
  • Skipping proper code review processes

Existing Tools

  • ESLint → syntax/style focused
  • SonarQube → enterprise-heavy
  • Snyk → dependency-focused

Gaps

  • Not built for AI-generated code
  • Limited auto-fix capabilities
  • No runtime awareness
  • Poor developer experience for fast iteration

💡 Solution

Guardrail provides:

  • Static + semantic code analysis
  • AI-specific pattern detection
  • Auto-fix engine (AST-based)
  • Runtime simulation (future)
  • Chaos testing (future)
  • GitHub PR integration

🧱 Core Features

1. CLI Tool

npx guardrail scan
npx guardrail fix
npx guardrail simulate
npx guardrail chaos