Guardrail Sentinel

Guardrail Sentinel is a next-generation AI security tool designed to detect prompt injection vulnerabilities in AI-powered systems, including large language models (LLMs), chatbots, and agents. Whether you're running a public-facing AI assistant or deploying private LLMs via API, Guardrail Sentinel offers automated audits, guardrail enhancement suggestions, and ethical disclosures to help you stay secure, compliant, and competitive. Built with Trae Key Features: Endpoint Discovery & Classification Submit any LLM/chatbot API endpoint. We’ll analyze and classify its model type and surface metadata for risk evaluation. Prompt Injection Testing Agent We simulate attacks using advanced prompt templates (logic bombs, DAN-style bypasses, and recursive queries). Weakness Analysis & Guardrail Suggestions Get AI-driven insights, clarity on model behavior under attack, and proactive advice for strengthening your model’s defenses. Automated Reporting & Ethical Disclosure Generate shareable reports and use built-in templates for responsible disclosure to vendors or internal stakeholders.