Building the Playbook for Cost Optimization in Citrix and DaaS Environments

Enterprise IT leaders are under sustained financial pressure. Infrastructure costs are rising. Licensing models are shifting. Cloud consumption is under scrutiny. At the same time, user expectations for seamless digital experiences continue to climb. In this environment, end user computing (EUC) is no longer just an operational function. It is a strategic lever for cost …

Distributed Systems as a Strategic Tool for Solving Complex Business Problems

Most people think of distributed systems as an engineering concern. Load balancing. Replication. Partition tolerance—latency management. But in reality, distributed systems are often the invisible backbone behind major business breakthroughs. When designed intentionally, they do more than scale traffic. They unlock new capabilities, reduce operational risk, and simplify business challenges that would otherwise be unmanageable. …

When the Network Gets Blamed—Patient Care Suffers

A radiologist reviewing a patient’s case needs immediate access to imaging files. A clinician preparing for an appointment must be able to open a patient’s Electronic Health Record (EHR) without delay. A surgeon in a remote location relies on an uninterrupted connection to join a critical telehealth consultation. In each case, the underlying network infrastructure …

Will Kubernetes Become the Standard for AI Workloads?

The answer, of course, is that it depends. But the Cloud Native Computing Foundation (CNCF) announced some major steps forward toward this goal at the KubeCom Europe conference last week in Amsterdam. This was the biggest KubeCon ever with about 13,500 attendees, representing an 8% growth over last year, reflecting CNCF’s extraordinary success in establishing …

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Credential Management: The Hidden Production Bottleneck for Agentic AI on Kubernetes

Agentic AI has moved from experimental curiosity to a production imperative. Organizations are deploying AI agents that don’t just answer questions but take actions: querying databases, updating records, orchestrating workflows, and provisioning infrastructure. These systems are no longer confined to innovation labs and are increasingly embedded in core business operations. The question is no longer …

Coro Launches MCP Integration to Bring Security Operations Directly into AI Tools

Coro, the cybersecurity platform for organizations protected by lean IT teams, today announced new Model Context Protocol (MCP) capabilities that extend its AI-driven security platform beyond the Coro interface, allowing users to access, analyze, and take action on security data directly from tools like ChatGPT, Claude, and other AI environments. Coro enables teams to interact …

Observability Without Code Changes: The Promise of eBPF‑Native Architectures

There’s a problem with modern observability that almost nobody talks about openly: your monitoring stack might be hurting the systems it’s supposed to protect. I don’t mean in a theoretical sense. I mean that the agents and SDKs most teams rely on for visibility impose real overhead on the applications they instrument. CPU, memory, throughput. …

Standardizing AI at Scale: llm-d Joins the CNCF

In a significant move toward solidifying the infrastructure for production-grade AI, the llm-d project is being contributed to the Cloud Native Computing Foundation (CNCF) as a Sandbox initiative. This commitment, spearheaded by a multi-vendor coalition including CoreWeave, IBM Red Hat, Google, and NVIDIA, aims to establish an open standard for distributed inference. By integrating llm-d into the cloud …

RSA Conference Roundup: — DeepTempo open-source AI SOC; ArmorCode study, Black Duck Signal, Cribl background detection

Vigil: An Open-Source AI SOC Built with a LLM-native Architecture A new open source project, Vigil, launched at RSA today, enhances the transformative intelligence of rapidly advancing reasoning models, including Anthropic’s Claude. Available under an Apache 2.0 license, Vigil — created by DeepTempo — ships with13 specialized AI agents, 30+ integrations, and 7,200+ detection rules spanning …

Three ways to automate Kubernetes incident management

Kubernetes has become the standard for container orchestration. It’s also notoriously challenging to manage when incidents arise. These incidents can come in many shapes and sizes, with their complexity forcing responders into firefighting mode. As a result, teams frequently end up chasing symptoms rather than finding and fixing the underlying cause. While Kubernetes incidents may …

Linux Foundation to Use $12.5M in Grant Funding to Advance Open Source Security

The Linux Foundation has announced it will use $12.5 million in grants to develop long-term, sustainable security solutions that support open source communities worldwide. This is necessary, the foundation said in its announcement, because rapid advances in AI have created a more complex security landscape with vulnerabilities being found in much greater numbers, leaving security teams …

Why Gateway API Is the Front Door for AI Workloads

The AI boom is reshaping application architectures. Large Language Model (LLM) inference has fundamentally altered the requirements of the Kubernetes networking stack. Kubernetes is now the default environment for scheduling GPU-accelerated workloads, but the last mile of delivery — connecting a user request to the optimal model instance — is increasingly a bottleneck. Traditional ingress …

Identity Debt: The New Source of Privilege Sprawl Overlooked by Security Teams

Let’s talk about debt. For years, enterprises have made decisions that help them move faster in the moment – taking shortcuts, postponing cleanup, or accepting imperfect visibility – knowing it will create technical debt they’ll eventually have to unwind. Many leaders accept this trade-off. While they know it will be a pain to deal with …

The Most Critical Element Of Your AI Strategy Is The One You Find Most Boring

I know the pressure you are under right now. In every meeting I attend with technology leaders, the conversation inevitably drifts toward the same mandate: “What is our AI story?” You are expected to explain how AI will predict the next outage, optimize traffic flows, and finally deliver the self-healing infrastructure that has been promised …

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    Virtual Machines and Containers: Better Together | Live Webinar

    LIVE: WED, SEP 24 | In the rapidly evolving landscape of Edge Computing, organizations face challenges including connectivity issues, limited on-site IT capabilities, and the need for secure and scalable solutions. Join us for this webinar, as we explore how the combination of Stratus’ ztC Edge platform and a Kubernetes management solution provides a comprehensive, …

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