Security alerts and CVE advisories are usually loud, generic, and tiresome—especially for full-stack developers who just want to know if it actually impacts them. Clariseque is an AI-driven vulnerability assistant that helps filter out the noise by connecting security intelligence to your tech stack. You set up your tech stack just once (Next.js, PostgreSQL, Docker, and more), and then ask it a question in simple English—paste a CVE number, a code snippet, or a security question. Clariseque will then analyze the context and give you a clear view of whether it impacts your tech stack, how your system is affected, and what specific actions you need to take to fix it. No more guessing, no more searching vendor documentation or generic security alerts—just straightforward answers that help you fix real-world problems quickly. Target audience: Full-stack developers, with AppSec teams as secondary. This is a pre-launch product and is currently free to use while we learn from your feedback.