Operations | Monitoring | ITSM | DevOps | Cloud

The conversations around artificial intelligence (AI) typically revolve around its vast potential: writing applications, automating tasks, or transforming entire industries. However, despite the excitement around AI’s potential, the more pressing issue for many organizations is how to manage the risks of deploying it at scale across the enterprise. This is where AI Security Posture Management (AI-SPM) comes into play.

We are excited to announce that Netdata has officially implemented the Model Context Protocol (MCP), joining the forefront of AI-powered infrastructure monitoring.

To really make an impact, platform engineering teams need to start thinking like product managers. That means deeply understanding their users, measuring outcomes instead of outputs, and tying everything they do to real business value. Organizations who care about total cost of ownership and fast time to value are adopting this mindset.

The best engineering teams ship quality software quickly, but doing that consistently requires more than just speed. It requires careful attention to reliability, security, ease of maintenance, and developer experience. The Engineering Excellence Summits were designed to create a community of engineering leaders looking to connect with others facing similar challenges, share approaches that are working, and learn what “better” can look like.

Managing permissions in sprawling Kubernetes landscapes can often feel like untangling an ever-growing knot. As clusters and user bases expand, so does the intricate web of RoleBindings, impacting everything from UI responsiveness to the very stability of etcd. This complexity, if unaddressed, can become a significant hurdle to achieving scalability and maintaining optimal performance in Rancher. SUSE is committed to improving its container management platform.

As Generative AI (GenAI) reshapes the software development landscape, the risks and complexities around managing what gets built, where it comes from, and how it’s secured are growing just as fast. The Cloudsmith 2025 Artifact Management Report dives into this shift, offering critical insights into how teams are adapting their infrastructure and software supply chain security practices in response to the AI-generated code.

Your server's been logging everything—it’s just easy to overlook until something breaks. Every incoming request, database call, or auth check ends up in your access logs. They’re not flashy, but they quietly document every interaction your system handles. For developers, they’re often the most reliable starting point when things go wrong. In this blog, we'll take a look at what an access log is, its format, types, and a few best practices.

Although Amazon Web Services (AWS) still holds about a third of the cloud services market, Google Cloud Platform (GCP) has grown rapidly in recent years. Among the reasons for GCP’s rapid adoption is its simpler pricing structure compared to Amazon Web Services and Microsoft Azure. Is that really the case? And how do AWS and GCP pricing differ? But first, a quick background.