The emergence of AI has brought endless possibilities and innovative opportunities in today’s ever-changing, fast-paced technology landscape. AI is helping development teams produce software significantly faster than ever before. AI-enabled DevSecOps tools can automatically scan code, infrastructure and other configurations for security issues throughout development, accelerating the overall process. The introduction of agentic AI into the software […]
Widespread Mini Shai-Hulud Campaign Is a Matter of Trust
The latest series of attacks using the notorious Shai-Hulud worm puts into sharp focus the threats facing software developers and their CI/CD pipelines, an issue that has been raised in recent months as bad actors increasingly turn their attention to DevOps environments. That said, these most recent Shai-Hulud incidents attributed to the TeamPCP group also […]
Your CI/CD Pipeline Has Non-Human Identities You Forgot About
A deployment starts failing late on a Friday evening. The initial assumption is that something changed in the application release. Teams start checking container images, Terraform plans and recent commits. Nothing looks wrong. A few hours later, someone discovers the actual issue: a deployment token tied to an old automation workflow expired months ago. The […]
AI-Generated Apps Without DevOps: A Security Disaster Waiting to Happen
A small internal tool was built over a weekend. An engineer used an AI coding assistant to generate most of the backend. A simple interface was added, a few API calls were wired together and within hours the app was live. The app worked. The app felt fast. The app looked like progress. No one […]
AWS CodeBuild Webhook Misconfiguration Exposed Admin Access Risk
AWS fixed webhook filter misconfigurations in CodeBuild that could have allowed unauthorized repository access. No customer impact or malicious code found.
Build vs. Buy: What it Really Takes to Harden Your Software Supply Chain
When it comes to securing the software supply chain, engineering teams often assume that the choice between building their own hardened images or buying a solution is straightforward…until they try to build the images themselves. As the programmer’s credo goes: “We do these things not because they are easy, but because we thought they’d be easy.” The decision […]
Worms in the Supply Chain: Shai-Hulud and the Next DevOps Reckoning
DevOps was supposed to make software delivery faster, safer and more reliable. For the most part, it has. But every so often, something nasty crawls out of the shadows and reminds us how fragile the system really is. It wasn’t a zero-day in Kubernetes or a cloud misconfiguration that caught my eye. It was a […]
The DevSecOps Career Path: What No One Tells You About Getting Started
DevOps teams across organizations are suddenly finding themselves responsible for security with no roadmap. One day, teams are focused on deployment velocity and infrastructure automation, the next day, they’re expected to understand threat modeling, vulnerability management and compliance frameworks. This shift isn’t happening by choice — it’s happening because traditional security approaches can’t keep pace […]
What Makes Vulnerability Scanning Effective in Fast-Moving DevSecOps Pipelines Today?
Traditional vulnerability scanning can’t keep pace with CI/CD. Learn how real-time, context-aware scanning reduces noise, speeds fixes, and enables secure DevSecOps at scale.
Why CI/CD Pipelines Break Zero-Trust: A Hidden Risk in Enterprise Automation
This article highlights a critical blind spot in pipeline security: The gap between job identity and runtime trust. Here’s how organizations can finally close it.