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The latest News and Information on DevOps, CI/CD, Automation and related technologies.
The AI Hack Nobody Told You About
AI agents are now hacking on their own — and it already happened to two of the world's biggest AI labs. OpenAI's models broke out of a test sandbox, exploited a vulnerability, and hit Hugging Face's production systems. Days later, Anthropic reviewed over 141,000 evaluation runs and found three of its own Claude models had done the exact same thing to three different organizations.
How to automate artifact cleanup in Harness Artifact Registry without breaking production | Harness Blog
AI is changing artifact management in two ways at once. Every AI-generated pull request, dependency update, and automated build creates more container images, packages, and Helm charts than ever before. Registries are growing faster than engineering teams can manage them, driving up storage costs and leaving thousands of stale artifacts behind. At the same time, the cost of deleting the wrong artifact has never been higher.
Why Cloud Cost Visibility at Scale Fails (And How to Fix It) | Harness Blog
Cloud cost visibility at scale usually works great… until it suddenly doesn’t. At first, everything feels manageable. You can track spend by service. You know which team owns which resources. Reports are clean, and the numbers make sense. Then one day, there’s a $47,000 spike spread across three AWS accounts that no one noticed for eleven days. Leadership wants answers. Engineering wants context. And your carefully designed tagging strategy?
Selecting the Best Enterprise Session Border Controller
A Session Border Controller (SBC) is the gatekeeper for modern real-time communications. It's not just a network device. It is a core component of your security, interoperability, and service quality strategy. An SBC secures the boundary between your enterprise network and the outside world, protecting against threats, enabling connectivity between disparate systems, and managing traffic to deliver a high-quality user experience. Think of it as a firewall optimized for voice communications.
Slopsquatting: the AI supply chain attack you haven't patched
Eighty percent of new developers on GitHub start using Copilot within their first week. How many really know what it's pulling in?
SharePoint Audit Log Noise: Platform Activity That Looks Like an Attack
Much of what the Microsoft 365 audit log records as user activity is the platform itself. Twelve patterns that look like exfiltration, password spray or privilege escalation, and what each one really is.
MITRE ATT&CK Techniques in the Microsoft 365 Audit Log
A reference mapping MITRE ATT&CK techniques to the SharePoint, OneDrive and Entra ID audit events that actually evidence them, with the detection signal for each.
Launching our rebrand on socials with a short film
We are so back. Launch automated infrastructure on demand, globally with Megaport. In a cool way.
Your AI agents don't need better models. They need the same context.
Everyone on the team has good coding agents. That is not what made the team fast. The shared repo, the shared docs, and a glossary nobody is allowed to drift from did more than any model choice. In this Product Highlights conversation, Patrick Dawkins, a principal engineer at Upsun who is building Upsun Dispatch under a hard deadline, explains what his team changed to sustain that pace. His take: "As well as the team all having access to the same things and the same vocabulary, all the agents also have access to those docs.".