A cybersecurity education SaaS with 60+ hands-on security tools, live CVE feeds from the NVD, and three focused AI tutors that turn real-world threat intel into a teaching surface.
Category: Cybersecurity Education SaaS
Tech Stack: React 19, Vite, TypeScript, Tailwind CSS, Wouter, React Query, Express 5, Anthropic Claude, PostgreSQL
Klyvaris is a cybersecurity education SaaS, a learning platform that pairs 60+ hands-on security tools with live CVE data from the National Vulnerability Database and three focused AI tutors. Students don't just read about vulnerabilities; they explore them in a working tool surface with an AI guide explaining what they're seeing, why it matters, and how a defender would respond.
Klyvaris is a project I built off the back of my own cybersecurity career. After years on the practitioner side, I wanted to take what I'd learned and turn it into something accessible: a single place where someone new to security can see what all the different hats actually do, why each role exists, and how they interact when a real issue lands. Red team, blue team, threat intel, vuln management, IR: different perspectives on the same artifact, side by side.
From there it generalized: most cybersecurity training is either passive (videos and slide decks) or gated behind expensive lab environments. Klyvaris uses real, current threat intelligence as the curriculum: today's CVEs become today's lessons, and the same tools security teams use in the field become the practice ground. The three AI tutors (one for triage, one for research, one for remediation) adapt the depth of explanation to the learner.