Your Red Hat Enterprise Linux (RHEL) ecosystem already runs the work your business depends on. Now it can run that work with the AMD next-gen 9006 Series processors on an operating system your organization already trusts.Red Hat is bringing 6th Gen AMD EPYC™ support to Red Hat Enterprise Linux, the world's leading enterprise Linux platform. With this update, AMD EPYC™ 9006 Series processors now run on the RHEL releases you already patch, secure, and renew.Get started todayA new processor or platform can often be the cause of more testing, higher cost, and a delayed deployment. One team wai

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Yesterday at OpenShift Commons in Salt Lake City, I announced a major milestone for our community: the next evolution of our application platform with Red Hat OpenShift 5.If you go back to Red Hat Summit earlier this year, I talked about how IT teams face accelerating operational complexity. Over the past year, I’ve spent time with our customers, open source contributors, and technology partners discussing how they see platform technologies changing to meet those operational complexities. I’ve heard directly from platform engineers working with thousands of legacy virtual machines (VMs), c

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If you've been planning a virtualization migration over the last few months, there's a good chance that the VMware Virtual Disk Development Kit (VDDK) has come up, and probably at a point in the project where you'd have preferred it didn't. Many migration and data protection tools use VDDK to read and copy virtual disks. Many of our customers report that they can no longer obtain it through the standard public download paths. Having spent a good part of my career as a virtualization administrator and technical architect before moving to the vendor side, I know how unwelcome it is to find that

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An open source policy is more than a set of organizational rules. It shapes how people contribute to and maintain a project. Contributors need to understand it. Maintainers need to apply it consistently. Community members need opportunities to question it. And projects need to be willing to change it when experience shows that something isn't working. Organizations need to understand the expectations and requirements of the open source projects they depend on. This helps developers contribute code that upstream communities can legally and comfortably accept.The first blog post in this series d

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Making AI agents safe enough for the enterprise. Agentic systems like Hermes and OpenClaw let you orchestrate teams of agents with different personas, define them in Markdown files, and give them access to your email, file system, Jira, and the internet. That broad access to tools is what makes agents exciting to play with as a developer. But! With great power comes great responsibility. The same capabilities that make agents powerful helpers can also generate behavior that is misaligned, if boundaries aren’t set and maintained.In an enterprise setting, broad access combined with non-determi

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System administrators and developers have long relied on a mix of specialized tools, deep knowledge, and hard-earned intuition to keep Red Hat Enterprise Linux (RHEL) environments running smoothly. But as hybrid cloud footprints grow and infrastructure becomes more complex, finding the root cause of an issue can feel like searching for a needle in a digital haystack.To help with this, earlier this year, we introduced the Developer Preview of Model Context Protocol (MCP) server for Red Hat Enterprise Linux a bridge that connects large language models (LLMs) directly to your RHEL infrastructure.

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Prometheus metrics, traces, and logs are rarely missing in modern enterprise environments. Most platform teams already have plenty of telemetry at their disposal. The real bottleneck is the sheer volume of data a human must parse before taking meaningful action during an incident.On a busy cluster, this creates a familiar and exhausting pattern: an alert fires, an engineer opens 3 different consoles, brings up a Prometheus Query Language (PromQL) scratchpad, executes a log query, and spends 20 minutes debating whether the signal represents a genuine emergency or background noise. Alert fatigue

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Today, we are proud to announce the availability of Red Hat Enterprise Linux (RHEL) 10.3 and RHEL 9.9. Today’s launch is about reinforcing the platform’s foundation to meet the evolving security, operational, and AI-driven demands of the modern enterprise.RHEL 10.3 and 9.9 deliver on this necessity by integrating zero trust architectures, and strengthening digital sovereignty, all while providing AI-augmented, production-ready diagnostic tools and upholding the uncompromising stability our customers expect.Proactive defense in the AI eraAI-driven threats move with unprecedented speed, whic

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Digital sovereignty was once treated as a regulatory debate or an aspiration for the far future, but it has quickly evolved into a strategic and operational imperative for organizations worldwide. A new global study, conducted by Futurum Research and sponsored by Red Hat, reveals that digital sovereignty is now firmly at the top of technology leaders' agendas. Investment has accelerated significantly, growing by an average of 8.4% over 24 months across all regions. Latin America is leading this momentum with a growth rate exceeding 11.1%, outpacing North America (+8.1%), Asia-Pacific (+8%), an

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The self-managed Red Hat Enterprise Linux (RHEL) command-line assistant is now available as a Developer Preview. Building on the offline RHEL command-line assistant Developer Preview, this release shifts control to you: Deploy on your own infrastructure, and choose an LLM inference provider that aligns with your needs, whether disconnected or connected. We have evolved the architecture to deliver a more flexible and powerful tool for RHEL system administrators. While we continue to offer our Red Hat-hosted RHEL command-line assistant experience for users who want a ready-to-use solution out o

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A growing Kubernetes fleet brings more than compute. It also creates more places to search, policies to maintain, and upgrade paths to watch.That work adds up fast. Red Hat's 2026 fleet management research found that 85% of organizations grew their fleets during the prior year. Yet only 17% reported real-time visibility across every cluster.Red Hat Advanced Cluster Management for Kubernetes 5.0 helps close that gap. The release gives teams clearer fleet answers, stronger operations across constrained networks, and more controlled ways to make changes.The goal is simple: Run your Kubernetes fle

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As organizations navigate rising hypervisor licensing costs, ongoing hardware scarcity and procurement delays, and the race to support AI workloads, IT teams face a difficult balancing act. Red Hat OpenShift Virtualization meets this challenge by giving enterprises a single platform to migrate legacy virtual machines (VMs), optimize physical resources, and adopt cloud-native workflows on their own schedules.The accelerating shift away from legacy virtualization vendors toward open, flexible alternatives has created a new industry standard. In our view, this market evolution is validated by Gar

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In Red Hat OpenShift 5, observability, powered by Red Hat OpenShift Lightspeed, transforms cluster management through 3 core capabilities designed to accelerate incident response while maintaining enterprise-grade safety and human control.Autonomous troubleshootingAfter you configure the Alertmanager adapter, Red Hat OpenShift Lightspeed takes it from there: The moment an alert fires, it automatically launches an investigation, functioning like a virtual site reliability engineer (SRE) without requiring a new alerting language. The agent inspects the cluster state, drafts an initial diagnosis,

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#fact #iran

همه درباره هوش مصنوعی صحبت می‌کنند؛ از مدل‌ها، الگوریتم‌ها و قابلیت‌های شگفت‌انگیزش.
اما کمتر کسی درباره زیرساخت‌هایی صحبت می‌کند که این جهان را ممکن می‌سازند.
من آنجا هستم؛ در لایه‌ای عمیق‌تر، جایی میان محاسبات، شبکه، ذخیره‌سازی، دیتاسنتر، Cloud، اتوماسیون و امنیت.
جایی که هوش مصنوعی فقط یک ایده نیست، بلکه باید اجرا شود، مقیاس بگیرد، پایدار بماند و قابل اعتماد باشد.
من ماجراجویی‌ام را از زیرساخت هوش مصنوعی آغاز می‌کنم؛ جایی که آینده فقط ساخته نمی‌شود، بلکه زیرساخت آن مهندسی می‌شود. 🤗

بومرنگی به نام هوش مصنوعی ؛ وقتی هوش مصنوعی جای انسان را می‌گیرد، اما سازمان دوباره به سراغ او می‌رود!

نویسنده : یاشار اسمعیل دخت

مقدمه


در سال‌های اخیر، توسعه هوش مصنوعی مولد و ابزارهای اتوماسیون، سازمان‌های بسیاری را به بازنگری در ساختار نیروی انسانی، مدل عملیاتی و هزینه‌های سازمانی وادار کرده است. برخی شرکت‌ها با این تصور که هوش مصنوعی می‌تواند جایگزین بخشی از نیروی انسانی شود، اقدام به تعدیل کارکنان کرده‌اند؛ اما گزارش‌های آماری و مطالعات سازمانی در سال‌های ۲۰۲۵ و ۲۰۲۶ نشان می‌دهند که پیامدهای این تصمیم‌ها همیشه مطابق انتظارات اولیه نبوده است.
برای مثال، در مطالعه‌ای که Careerminds در فوریه ۲۰۲۶ با مشارکت ۶۰۰ متخصص منابع انسانی انجام داد، حدود دو سوم سازمان‌های مورد بررسی که تعدیل‌های مرتبط با فناوری و هوش مصنوعی انجام داده بودند، از بازاستخدام بخشی از نیروهای حذف‌شده خبر دادند. همچنین تنها ۸.۴ درصد پاسخ‌دهندگان اعلام کردند که حاضرند همان فرایند بازسازی نیروی انسانی را بدون تغییر تکرار کنند.

از سوی دیگر، گزارش سال ۲۰۲۶ مؤسسه McKinsey نشان می‌دهد که اگرچه انتظارات مدیران از کاهش نیروی انسانی به‌واسطه هوش مصنوعی افزایش یافته، اما در عمل تنها ۱۴ درصد سازمان‌های استفاده‌کننده از AI طی سال گذشته کاهش کلی تعداد کارکنان خود را به هوش مصنوعی نسبت داده‌اند.

این شواهد پرسش مهمی را مطرح می‌کنند: آیا سازمان‌ها واقعاً در حال جایگزینی نیروی انسانی هستند یا در حال تجربه یک مرحله دشوار از بازطراحی ساختار سازمانی و تقسیم کار میان انسان و ماشین؟


در این مقاله، با بررسی داده‌های آماری، مطالعات پژوهشی، تجربه شرکت‌های بین‌المللی و پیامدهای اقتصادی و عملیاتی تصمیم‌های مبتنی بر هوش مصنوعی، تلاش می‌کنیم به این پرسش پاسخ دهیم.



#ai #devops #work #future
Yashar Esmaildokht
https://t.me/unixmens

Red Hat OpenShift is built on open source software. In fact, it’s composed of more than 50 different projects. You could download and install every one of those individual components directly and run them. Yet thousands of enterprises—including 58% of the top 50 companies in the Global Fortune 500—have opted to rely on Red Hat OpenShift subscriptions or cloud services to run their core banking, healthcare, and telecommunications operations.1The engineering “magic” in every subscription So what does a Red Hat OpenShift subscription get you? The individual projects are open source. Mak

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Red Hat OpenShift Lightspeed started as a simple chat assistant, right there in the Red Hat OpenShift console. All you had to do was ask it a question, something like, "How do I expose my application with a route?" It would give you an answer, referencing the right page from the documentation, specific to your version of OpenShift (which is a big deal), et voila. Ask it why your pods were crashlooping, and it would help with diagnosing, telling you what to check, and in what order. But you still had to go into a terminal and work through the list yourself.While a set of instructions is great,

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Your virtual machines (VM) run applications the business depends on. Managing vulnerabilities in those workloads remains essential as you bring them onto Red Hat OpenShift. Red Hat Advanced Cluster Security for Kubernetes 5 introduces vulnerability management for Red Hat Enterprise Linux (RHEL) VMs so your security team can extend its vulnerability management work to both VMs and containers.For organizations running VMs and containers on OpenShift, this is a significant addition. Your security team needs visibility into both, including the vulnerabilities inside the operating systems that supp

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