Detection & Prevention
Lead: The Unseen Keys That Open Everything Machine-minted credentials now outnumber employees across cloud estates, yet countless tokens stay untracked, unrotated, and dangerously overprivileged while teams focus on human logins. The quiet shift has been striking: CI/CD systems, SaaS connectors, APIs, and AI agents mint identities at machine
An unauthenticated terminal endpoint in a popular open-source notebook platform turned routine patch notes into a live breach vector in less than half a day, proving how disclosure alone can fuel immediate, at-scale abuse by operators who know exactly where to look and what to take. The case centered on Marimo and CVE-2026-39987, a CVSS 9.3
When payroll approvals freeze behind a lagging SSO prompt and a video call drops as the VPN renegotiates keys, the business does not pause, it hemorrhages time, trust, and momentum across teams and customers. These aren’t headline-grabbing outages; they’re the routine stalls that creep into daily workflows—crashing collaboration apps, delayed MFA
Modern enterprise environments are no longer defined by physical firewalls but by a dizzying array of invisible connections where a single API token can act as a skeleton key for an entire digital ecosystem. As organizations embrace the efficiency of automated workflows, they unwittingly construct a fragile house of cards where AI agents and Model
The landscape of digital infrastructure security is currently undergoing a radical transformation as malicious actors shift their focus from static data exfiltration toward the creation of autonomous, self-propagating entities capable of hijacking the very tools that developers trust most. At the center of this escalation is a sophisticated new