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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

A Quick Guide To Kubernetes Observability

Many companies are rapidly adopting cloud-native computing services, like containers, microservices, and serverless computing. Unlike monolithic applications, these technologies rely on distributed architectures. Whether you are running them in the cloud, on-premises, or both, distributed systems consist of thousands or millions of processes and components. The challenge now is to make these complex systems’ inner workings visible, controllable, and improvable.

Event Intelligence Solutions: The Essential Tools Every ITOps Manager Needs - and How Interlink Software Delivers

david.arrowsmith • June 27, 2025 IT Operations (ITOps) managers need to ensure always-on availability across a more complex and hybrid ecosystem than ever before. Event storms, patchwork toolchains and slow root cause analysis (RCA) impede responsiveness and undermine the high digital performance customers demand. The Event Intelligence and Service Observability Platform from Interlink Software addresses this.

How Puppet is Redefining Infrastructure Management with AI, Powered by Perforce Intelligence

AI has emerged as a defining force in modern technology, spearheading transformation across industries. Yet, despite its promise to revolutionize workflows and unlock unprecedented efficiency, most DevOps organizations face significant hurdles in adopting AI safely and effectively. Concerns about complexity, scalability, and governance hold many decision makers back.

How we're shipping faster with Claude Code and Git Worktrees

Four months ago, Claude Code was announced and we were requesting invites to its "Research Preview." Now? We've gone from no Claude Code to simultaneously running four or five Claude agents, each working on different features in parallel. It sounds chaotic, but it's been a natural progression as we've learned to trust AI more and as the tools have dramatically improved.

CPU monitoring for network admins: Why it matters more than ever

In your role as a network administrator, maintaining smooth, uninterrupted system performance isn’t just a one-time task; it’s your daily mission. Whether you're managing hundreds of endpoints, virtual machines, or hybrid cloud environments, CPU monitoring is one of the most critical tools in your toolkit. Without it, diagnosing performance slowdowns, service lags, or outages becomes reactive guesswork.

13: Effective Resource Optimization and Kubernetes Insights with Daniele Polencic

Kubernetes, container resources, request and limits, sizing, the impact of getting things wrong, CPU limits, JVMs, HPA and VPA, does Karpenter fix the request and limit problem? We’ve got a great episode for you today! Thanks for joining us on Densify Talks! We welcome Daniele Polencic, one of the lead instructors at LearnK8s, which specializes in containers and Kubernetes technologies.

I Tested the Limits of Azure OpenAI Safety - Here's What Happened

I ran a mini-red-team exercise against Azure OpenAI, testing common jailbreak tactics and prompt engineering attacks. Microsoft Defender for Cloud caught nearly everything. The key? A feature called User Prompt Evidence that turned vague alerts into precise, real-time context. If you’re running AI workloads in Azure and haven’t turned this on yet, you’re playing defense blindfolded.