SPECTRA: AI-Powered Vulnerability Triage That Actually Works for Security Teams

Sun, 10 May 2026 00:00:00 +0000

Security teams are not losing the fight because of bad tools. They’re losing it because of volume.

In 2025, 131 new CVEs were disclosed every single day — up from 113 per day the year prior. Meanwhile, the global cybersecurity workforce gap has reached 4.8 million unfilled positions, and budget cuts — not lack of talent — are now the primary driver of security team understaffing. The signal is buried in the noise, and analysts spend more hours normalizing scanner outputs and writing summaries than actually remediating risk.

AppSec on CybersecurityOS