AI automation for managed service providers is creating a major shift from reactive to proactive service delivery, allowing MSPs to streamline ticket handling, accelerate resolution times, and operate far more efficiently. Real-world data shows that AI-driven automation can help service desks close significantly more tickets per technician by automating triage and routine tasks, while also reducing operational costs by 25 to 40 percent** through improved workflow efficiency and reduced manual labor.

When Microsoft ended support for mainstream Windows 10 in October 2025, there was panic in many industries. Fearing that Windows 10 would be unprotected and therefore exposed to cyberthreats, organizations raced to migrate to Windows 11. But in operational technology (OT) environments, that narrative is a little misleading. Upgrading prematurely can introduce far greater operational risk than staying on a well-controlled Long-Term Servicing Channel (LTSC) platform.

Why isn’t your API gateway enough? Gateways control access; WAFs block known signatures. Neither sees what happens at the application layer—where SQL injection executes, where SSRF reaches your metadata service, where lateral movement begins. Runtime security monitors live behavior, not just perimeter traffic. What’s the real problem with API security tools? Most see only one layer. API security sees traffic patterns. Container security sees process execution.

What is a Kubernetes security dashboard? A visual interface showing your clusters’ security state—what’s vulnerable, what’s under attack, and what to fix first. Different from general dashboards like Lens or Rancher, which focus on cluster management rather than threat detection. Why do most security dashboards fail? They create more work. Alerts are siloed across tools, forcing hours of manual correlation.

Your Oracle database contains business-critical data that powers daily operations, customer transactions, and strategic decisions. Hardware failures, human errors, and ransomware attacks can destroy this data in seconds, stopping operations and costing you millions in recovery expenses and lost revenue. A proper Oracle database backup strategy determines whether your organization recovers quickly or faces extended downtime.

To reduce the risk of data loss, organizations rely on proven backup strategies. In this guide, we explain what the 3-2-1 backup rule is, how it works, and how to apply it correctly. Topics discussed in this piece: click to expand What is the 3-2-1 backup rule? Three data copies Two different media One off-site copy Is the 3-2-1 backup rule still the industry best practice? Ever heard of the 3-2-1-1-0 backup rule? Alternative 4-3-2 strategy How do these compare against each other?

CVE-2025-34299 is a critical vulnerability in Monsta FTP, a web-based file transfer tool, unauthenticated arbitrary file write via remote download leading to remote code execution (RCE). Affecting versions 2.11 and earlier, it enables attackers to upload malicious files via a crafted SFTP or FTP connection, compromising servers without credentials. This flaw has seen active exploitation through opportunistic scans. By January 2026, Vulnerable instances remain exposed.