Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Runtime Observability for LangChain and AutoGPT on Kubernetes

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.

Mandatory Cyber Incident Reporting Arrives in 2026: What It Means for Businesses and How to Prepare

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.

Behavior Intelligence: The New Model for Securing the Agentic Enterprise

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.

SMB vs NFS Protocols: An In-Depth Comparison

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.

How bail bond scams are using AI to target families

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.

CrowdStrike Expands ChatGPT Enterprise Integration with Enhanced Audit Logging and Activity Monitoring

As organizations scale ChatGPT Enterprise across departments, AI is becoming embedded in everyday business operations. Finance teams are building custom GPTs. Developers are leveraging Codex to act on codebases. Employees are invoking third-party tools within AI conversations to automate workflows. As adoption accelerates, security teams face a fundamental challenge: visibility around agents deployed and running in SaaS environments.

Todd's Tenth Rule of certificate automation

I’m an old engineer at heart. Many of my ideals were formed by Joel’s Things You Should Never Do, Fred’s No Silver Bullet, and Brian’s Big Ball of Mud. One of my favorites was Greenspun’s Tenth Rule: The joke isn’t really about programming languages. It’s about a pattern: certain problems have a shape, and no matter how you approach them, you end up building the same solution, in the same order, until you arrive at the same messy place.

Generative AI DLP: How Does It Work?

As generative AI tools like ChatGPT, Claude, and Gemini become essential to the modern workplace, they bring a new, invisible threat: the risk of sensitive data leaking through every prompt and interaction. Traditional DLP tools are no longer enough to protect proprietary code, PII, and trade secrets from being absorbed into public AI models. This guide explores the mechanics of generative AI DLP (Data Loss Prevention) and how it creates a safety net between your team and the AI apps they use.

Step-by-Step: How to Set Up a Homelab for Penetration Testing at Home

Cybersecurity is more important than ever. One of the key components of cybersecurity is penetration testing, which involves intentionally attempting to exploit a system to identify vulnerabilities. It is commonly known as ‘ethical hacking’. Penetration testing, or pen testing, requires strong hands-on skills. Setting up a homelab is an effective way to gain practical experience in a safe, controlled environment.