Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Security teams are drowning in vulnerabilities. FIRST’s 2026 Vulnerability Forecast projects a median of approximately 59,000 new CVEs this year, following the 48,185 released in 2025. That is equivalent to more than 130 new disclosures each day. No team, big or small, regardless of budget, can patch all these vulnerabilities. Given no deliberate way of deciding what to patch first, organizations waste resources on low-risk findings and allow truly dangerous exposures to go unpatched.

Your last pentest probably took 2 weeks, cost 5 figures, and tested a fraction of your actual attack surface. Meanwhile, your team shipped 47 deployments in the same window, with each one almost completely untested for security. That gap between how fast you ship and how slowly you test is exactly where autonomous AI agents for penetration testing come in, especially with hackers getting smarter and faster each day (They are not using AI to summarize PDFs!).

In May 2026, security researchers at Astra identified a Stored Cross-Site Scripting (XSS) Vulnerability in the SVG attachment preview function of nfty, affecting versions up to 2.22.0. Stored Cross-Site Scripting (XSS) is a vulnerability that allows attackers to inject and permanently execute malicious scripts within a web application. If exploited, the threat actor could perform actions on behalf of the victim.

In May 2026, security researchers at Astra identified a stored Cross-Site Scripting (XSS) Vulnerability in HTML ReportGenerator, affecting versions up to 5.5.8. Cross-Site Scripting(XSS) is a general web security vulnerability that allows threat actors to inject malicious scripts into a web application. This type of vulnerability is mostly exploited to perform actions on behalf of the victim or to mine cryptocurrency.

You’re most likely here because of some math and news about how to get that math and mess sorted. Your engineering team can’t manually pentest every release, your scanners flood Jira with noise, and your CISO needs audit-ready evidence by next quarter, and the autonomous pentesting market promises relief; AI agents that discover, chain, and exploit vulnerabilities at human-quality depth, in hours instead of weeks.