Category: Technology

  • AI Is Changing the Speed of Cyberattacks, Not the Fundamentals

    Microsoft released its 2026 Digital Defense Report on October 1, offering a broad look at how cyber threats have changed as artificial intelligence becomes integrated into both attacker workflows and enterprise systems. The report paints a security environment moving faster and becoming more interconnected, but one where many of the underlying weaknesses remain familiar. Attackers…

  • When Metadata Becomes an Attack Path

    Metadata is easy to dismiss as background information. A document has an author, creation date, file path, revision history, and perhaps a few tags. A photograph may contain location data and device information. A cloud instance has an identifier, region, role, and networking details. A Kubernetes object carries labels and annotations that help administrators organize…

  • FBIJobs Breach Raises Questions About ShinyHunters’ PeopleSoft Zero-Day

    The FBI is investigating claims that the ShinyHunters cybercrime group compromised FBIJobs.gov and obtained a large collection of personnel and applicant information, including records that appear to identify employees working in sensitive intelligence, surveillance, and counterintelligence roles. ShinyHunters says it entered through a previously unknown Oracle PeopleSoft vulnerability and ultimately stole between two and three…

  • When Pull Requests Write Themselves, Code Review Has to Change

    AI coding tools are changing far more than how quickly developers can produce code. They are changing the economics of the pull request itself. A pull request once represented a meaningful amount of authoring effort: a developer had to inspect the repository, make a set of changes, run tests, write a description, and submit the…

  • What an SBOM Can Miss

    A Software Bill of Materials can answer one of the hardest questions in software security: what is actually inside this product? That answer has real operational value. When a new vulnerability appears in a widely used library, an SBOM can help an organization determine which applications contain the affected component without manually inspecting every product.…

  • Ransomware Gangs Are Going After the Recovery Plan

    Ransomware used to create a fairly direct technical problem: attackers encrypted production data, defenders restored it, and the organization tried to resume operations. Modern ransomware crews have spent years attacking that equation. Rather than leaving recovery infrastructure untouched, operators increasingly target backup systems, virtualization platforms, identity services, storage, snapshots, recovery documentation, and the administrative accounts…

  • More Bugs, More Noise, More Pressure

    Vulnerability management has a math problem. In 2024, the CVE Program published 40,077 vulnerability records. In 2025, that figure climbed to 48,244. By the end of the second quarter of 2026, another 35,872 records had already been published, with Q2 alone accounting for 20,709 CVEs compared with 15,163 during Q1. Those figures describe a disclosure…

  • Printers, Cameras, BMCs: The Endpoints Your SOC Never Sees

    Enterprise security programs tend to concentrate on the systems that generate the most visible risk: user workstations, servers, cloud workloads, identity providers, and core network infrastructure. Those systems receive endpoint detection, vulnerability scanning, centralized logging, configuration management, and routine incident-response coverage. Yet the same environment can contain hundreds or thousands of devices that sit outside…

  • Microsoft September 2026 Patch Tuesday Fixes 973 Vulnerabilities, Including Two Exploited Zero-Days

    Microsoft’s September 2026 Patch Tuesday addresses 973 vulnerabilities across Windows, Microsoft Office, SQL Server, Exchange Server, SharePoint Server, Azure, and developer tools. Two vulnerabilities are confirmed to have been exploited as zero-days, making them immediate patching priorities despite both carrying an Important severity rating. The scale of the release significantly exceeds August’s 400 vulnerabilities and…

  • Code, Exploit, Patch: AI Agents Now Work Both Sides of Cybersecurity

    AI coding tools started with a fairly narrow promise: help developers write software faster. Early systems completed functions, suggested syntax, generated tests, and explained unfamiliar code. That framing is already becoming outdated. Modern coding agents can inspect entire repositories, execute commands, interact with development tools, test their own output, search external information, maintain context across…