Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Detection engineering is fundamentally a translation problem: rules need to be converted between formats, IOCs need to be converted into detection logic, and noisy alerts need to be converted into precise suppressions. That translation work is what consumes analyst time, and it's what Claude Code handles well.

Bail bond scams are getting smarter with AI. Here's how to spot them before they cost you thousands. A call saying someone you love has been arrested and needs money ASAP can feel so real that you act before you think. Learn how bail bond scams work and what to watch for to help protect you and your family from falling for the scheme. Getting a call about bail isn’t something most people prepare for, and that’s exactly what scammers count on.

Security teams are losing the battle to secure non-human identities (NHIs) for one simple reason: machine identities are now created inside the systems that ship software. They appear in CI/CD pipelines, Kubernetes workloads, SaaS integrations, and AI-driven workflows faster than central IAM teams can inventory or review them.

Sharing files between computers and users helps communicate and exchange data more efficiently and conveniently. You can share files over the network in different ways, for example, using SMB or NFS protocol on servers and computers. NAS (network-attached storage) devices are also used to share files via SMB and NFS. Read the NFS vs SMB comparison to understand what to use in your case and which protocol to choose.

A lot of times, people only worry about the best antivirus software before it’s too late; they may have accidentally downloaded or opened a file containing malware, causing file corruption, data loss, or even encrypting their device. There are many free antivirus software options, and the best antivirus products out there also offer additional features to help further protect your device.

Behavior Intelligence is a security operations model that detects risk by analyzing behavior, automates investigation and response using AI, and measures whether security outcomes are improving over time. It focuses on how users, systems, and AI agents operate rather than relying only on predefined rules or knowns indicators of compromise. This shift matters because modern attacks rarely look malicious at first. They look normal.

For years, we’ve drawn this artificial line that equates observability with uptime, performance, and SRE dashboards, while security is about threats, alerts, SIEMs, and “bad things.” While that separation was always convenient, it was never real. The same logs that tell you your service is slow are the same ones that tell you it’s compromised. We just routed them to different teams, different tools, and different budgets, then acted surprised when neither side had the full picture.

This year marks a pivotal shift in global cybersecurity regulation. Mandatory cyber incident reporting is no longer a recommendation—it is a legal obligation. Across major jurisdictions, regulations such as the EU’s Cyber Resilience Act (CRA), the NIS2 Directive, and the U.S. Cyber Incident Reporting for Critical Infrastructure Act (CIRCIA) are introducing strict reporting timelines, expanded scope, and significant penalties for non-compliance.

Vect is a newly observed RaaS operation that emerged in December of 2025, with affiliate recruitment and victim postings following shortly after in January 2026. Following the 19th of March 2026 Trivy/LiteLLM supply chain attack conducted by TeamPCP, in which ~340 GB uncompressed data was stolen, Vect announced on the dark web forum “Breached” that they would be partnering with TeamPCP.

A platform team at a mid-size SaaS company runs three LangChain agents and one AutoGPT-derived planner on EKS. LangSmith is wired in. OpenTelemetry traces flow into their observability stack. Falco runs on every node. The setup is what most security teams would consider thorough. A pip dependency in one of the agents’ tool packages ships a malicious update.