AI · 2026-05-07 · ModelsLab Team
Claude + Firefox 22 CVE — AI-Assisted Security Testing for Developers (2026)
Walkthrough of using AI assistants to triage CVEs and build security test cases. Firefox 22 CVE as a worked example.
AI assistants are now competent partners for security testing. We walked through triaging a Firefox CVE end-to-end with Claude.
The workflow
- Paste the CVE description and affected versions
- Ask Claude to enumerate likely attack vectors
- Generate proof-of-concept test cases (in a sandbox)
- Review and harden mitigations
Caveats
- Always sandbox AI-generated PoCs
- Treat output as draft requiring human review
- Document the AI’s reasoning chain for audit
Build security tooling
If you’re building security tooling that uses AI for triage, ModelsLab’s chat API gives you access to multiple LLMs through one interface.