Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI is widely used in exposure management, but most implementations stop at prioritization and analysis. While AI improves visibility and decision-making, remediation still depends heavily on manual ownership, coordination, and inconsistent processes. To truly improve vulnerability remediation outcomes, AI needs to extend into the execution layer, helping identify owners, define remediation plans, and deliver fix-ready work that turns decisions into action.

A newly disclosed security issue, tracked as CVE-2026-44578, affecting Next.js applications is raising concerns across the developer and security communities after researchers identified multiple authorization bypass and middleware evasion paths that could expose protected application data and credentials. The vulnerabilities impact several versions of Next.js and allow attackers to bypass middleware-based authorization controls using crafted requests and route manipulation techniques.

CVE-2026-20182 is an authentication bypass vulnerability in Cisco Catalyst SD-WAN Controller (formerly vSmart) and Cisco Catalyst SD-WAN Manager (formerly vManage). The flaw sits in the peering authentication path of the vdaemon service running over DTLS on UDP port 12346, the same control-plane service involved in CVE-2026-20127 earlier in 2026. It is not a patch bypass of that earlier issue, but a separate weakness in the device-type handling of the control connection handshake.

The ink was barely dry on our coverage of the AntV Shai Hulud supply chain attack when a new compromise surfaced in the Python ecosystem. The target this time is durabletask, an open source Python package associated with Microsoft, used for building durable, fault-tolerant workflow orchestration on top of the Durable Task Framework. The latest safe version of durabletask is 1.4.0, and three known versions have been yanked from the PyPI registry.

In the world of application security, vulnerabilities are always a moving target. As modern applications keep becoming increasingly API-driven, cloud-native, and dependent on third-party services, the attack surface has expanded dramatically. For years, the OWASP Top 10 has served as the North Star for security professionals, providing a consensus-based ranking of the most critical web application security risks.

The Common Vulnerability Scoring System (CVSS) remains the bedrock of risk communication for many mid-market organizations. Assigning numerical values to vulnerabilities enables a unified dialogue among security researchers, vendors, and IT teams, ensuring everyone speaks the same language when a new threat emerges. However, relying on a static score is no longer enough to defend a modern enterprise.

How AigentX found 24 real vulnerabilities, confirmed what wasn't exploitable, and discovered risks that code review alone could never catch.