Red Hat AI Enterprise: Bridging the gap from experimentation to production scale
Red Hat AI Enterprise is now generally available, offering a unified AI platform designed to simplify the development, deployment, and management of AI-powered applications across the hybrid cloud. With this new offering, Red Hat provides a streamlined, cost-effective path to operationalizing generative, predictive, and agentic AI at scale.What is Red Hat AI Enterprise?Red Hat AI Enterprise is an integrated AI platform for deploying and managing efficient and cost-effective AI models, agents and applications across hybrid cloud environments. It unifies AI model and application lifecycles to in
Predictable AI: Announcing the January and February validated model batches
The transition from AI experimentation to production-grade deployment is often the most difficult hurdle for an enterprise. At Red Hat, we believe that choosing a model should come with predictable outcomes, rather than uncertainty. Our third-party model validation initiative is designed to remove the guesswork, providing the guidance and predictability organizations need to scale their AI infrastructure effectively.The January and February 2026 batches of validated models are now available on the Red Hat AI Hugging Face page, coinciding with the Red Hat AI 3.3 release. These model releases in
Migrate your VMs faster with the migration toolkit for virtualization 2.11
Organizations must balance the need for fast virtual machine (VM) migrations with predictable, low-risk execution. Red Hat has released the general availability (GA) of storage offload migrations in the migration toolkit for virtualization 2.11, included in Red Hat OpenShift. This update allows you to migrate with speed and confidence. Migrate with speed: Storage offloading is now generally availableStorage offload migrations are now generally available to help you move critical VM workloads quickly with minimal downtime. This feature uses your existing storage systems for smoother migrations.
Strengthening the sovereign enterprise with new training from Red Hat
Sovereignty isn’t something that’s purely discussed in boardrooms in 2026—it’s a strategic initiative centered around business continuity and a way for organizations to reclaim autonomy, control, and choice across their technology stacks. However, sovereignty isn’t a static checklist; it’s a dynamic landscape spanning compliance, supply chain integrity, data residency, and the rapid evolution of AI. Sovereignty must be viewed not as a single thing to be achieved, but as a foundational building block for organizations—spanning everything from the underlying technology infrastructu
Metrics that matter: How to prove the business value of DevEx
Developer experience (DevEx) is often dismissed as a "soft" cultural metric. But I can prove to you that DevEx is a reliable predictor of whether your developer platform will actually deliver business value.I’ve noticed a recurring pattern where companies invest millions in a state-of-the-art container platform or cloud infrastructure, only to find their delivery speed hasn't budged. This is the "empty cluster problem." It happens because the focus was entirely on the infrastructure and not on the interface between that infrastructure and the people using it.The growth advantageWhen you impr
Small models, big impact: The future of scaling enterprise AI agents
In the AI industry, we’ve spent the last 3 years obsessed with scale. We’ve chased parameter counts into the trillions, believing that "bigger" was the only path to "smarter." But as the dust settles, a new reality is emerging for the enterprise—size is not the metric that matters, delivering reliable, deterministic outcomes is.At Red Hat, we’ve always believed that the most powerful technologies are those that are distributed, open, and fit-for-purpose. Small language models (SLMs) represent that exact shift. The distinction between SLMs and large language models (LLMs) is less import
Red Hat OpenShift 4.21 brings Kubernetes to Oracle Database Appliance
Red Hat OpenShift 4.21 continues to expand the reach of enterprise Kubernetes into Oracle's infrastructure portfolio. Our expanded Oracle Cloud Infrastructure support in OpenShift 4.20 brings OpenShift to Oracle's distributed and edge cloud services. We now extend support to another key Oracle offering: Oracle Database Appliance (ODA).What is Oracle Database Appliance?Oracle Database Appliance is an engineered system designed to simplify Oracle Database deployments for small to medium organizations and distributed environments. ODA combines optimized hardware and software into a single applian
Friday Five — February 20, 2026
How sovereign is your strategy? Introducing the Red Hat Sovereignty Readiness Assessment toolRed Hat believes that sovereignty shouldn't be a wall but a foundation for the freedom to choose where and how you run your workloads. To accelerate this push towards sovereign independence, we are introducing the Red Hat Digital Sovereignty Readiness Assessment tool. Learn more Register today for Red Hat SummitRed Hat Summit 2026 heads to Atlanta, Georgia! Register by February 23 for our lowest pricing and discounted group rates for your organization, so you can uncover opportunities for your busine
Production-ready: Red Hat’s blueprint for 2026
Every year, when I look at the landscape of the technology industry, I am reminded of why Red Hat exists. We have always thrived at the intersection of complex technology challenges and open source-based, community-driven innovation. Over the last few years, that has meant exploring the horizons of new methods of virtualization and artificial intelligence, which were just beginning to take shape.Today, as we move into 2026, I am here to tell you that Red Hat is no longer just a software provider; we have the opportunity to partner with our customers to build the platforms that will redefine th
Innovation is a team sport: Top 10 stories from across the Red Hat ecosystem
No breakthrough in the open hybrid cloud happens in isolation. Whether it’s a developer in a community project, a partner building a specialized solution, or an architect scaling a global fleet, the most impactful stories are those where expertise and collaboration meet. In this month’s roundup, we’re moving beyond the technical specifications to look at how we’re solving real-world challenges together. From the leadership vision guiding our partner ecosystem to new protocols that bridge the gap between human intuition and AI, these stories reflect a shared commitment to building more
Simplify Red Hat Enterprise Linux provisioning in image builder with new Red Hat Lightspeed security and management integrations
Last November, we announced that Red Hat Insights is now Red Hat Lightspeed, the next evolution of our predictive analytics service. While the name is new, the mission is the same: Provide you with powerful, AI-powered insights that help you work faster, smarter, and with an enhanced security profile. If you're already using Red Hat Insights, all the features you rely on—like the advisor, vulnerability, and compliance services—are staying exactly the same. They're just getting a new name that better captures the speed and power they bring to your work.In addition to this update, we release
Red Hat Learning Subscription Course reimagines virtual training
Virtual training, which flexibly delivers live, instructor-led learning, has become a core component of modern IT skills development. As demand for scalable, role-relevant training has grown, virtual training has become a trusted way to accelerate onboarding, upskill teams, and support certification goals without the constraints of physical classrooms.However, virtual training’s delivery model suffers from some of the same limitations as in-person training. The typical virtual course is a single, point-in-time experience with a rigid start and end date. Learners often lack the structured pre
How llm-d brings critical resource optimization with SoftBank’s AI-RAN orchestrator
As the technical reality of AI-RAN comes into focus, many telecommunication service providers are realizing that it’s no longer just about whether they can run AI and radio access network (RAN) on the same hardware – it’s about how they manage AI at scale.In Red Hat’s latest collaboration with SoftBank Corp., we have integrated llm-d into SoftBank’s AI-RAN orchestrator, AITRAS. Founded by Red Hat alongside other industry leaders, llm-d is an open source framework designed to dynamically and intelligently distribute the inferencing of large language models (LLMs) within a RAN more eff
Redefining automation governance: From execution to observability at Bradesco
At Bradesco, one of the largest financial institutions in Brazil and Latin America, the ability to scale is crucial. Automation plays a central role in this journey, and Red Hat Ansible Automation Platform has become the foundation supporting thousands of jobs executed daily across mission-critical environments.As automation expanded across teams, systems, and domains, Bradesco reached a new stage of maturity. Execution at scale was already well established, delivering efficiency and speed. However, operating automation at this level within a highly regulated financial environment introduced a
Introducing Red Hat build of Podman Desktop: Enterprise-ready local container development environments
The "works on my machine" problem has been a thorn in the side of IT since the dawn of distributed development workflows. As organizations accelerate their shift to cloud-native practices, a critical gap has emerged: The tools developers use on their local workstations often don't align with the enterprise security-centric, hardened Kubernetes environments in production. This inconsistency frequently leads to dependency errors, heightened risk of security vulnerabilities, and late-stage deployment surprises that drain productivity and increase technical debt.In response to these challenges, we
How sovereign is your strategy? Introducing the Red Hat Sovereignty Readiness Assessment tool
Digital sovereignty is the ultimate strategic lever for innovation. It propels organizations beyond compliance into true operational freedom where you, not your cloud provider, dictates your business continuity.Red Hat believes that sovereignty shouldn't be a wall but a foundation for the freedom to choose where and how you run your workloads. To accelerate this push towards sovereign independence, we are introducing the Red Hat Digital Sovereignty Readiness Assessment tool. Global regulations have raised the stakes for operational resilience and data jurisdictional control. But for many organ
From legacy VMs to the network brain: Why 2026 is the year of the common telco cloud
As we prepare to head to the Fira and MWC Barcelona 2026, I find myself thinking about an industry question I am constantly asked: “Where is the value?” I’ve spent my career bridging the gap between engineering and the boardroom, worked in the telecoms industry from the days of GPRS to 5G, and I’ve learned one universal truth: Our industry is fantastic at inventing technology, but can occasionally struggle to connect it to the profit and loss (PL). For years, the "State of the Union" in telco was defined by a massive "hype-to-reality" gap.But as I look at the horizon for 2026, the cyni
Building the foundation for an AI-driven, sovereign future with Red Hat partners
At Red Hat, we believe the telecommunications landscape is entering its most transformative chapter yet. To thrive, telecommunications service providers must transcend their traditional role as connectivity providers to become indispensable enablers of digital autonomy. As we head to MWC Barcelona, the industry conversation has reached a decisive pivot. We have moved past the early phase of experimentation into a period of structured industrialization where the question is no longer "what if," but rather "where is the value?".With this in mind, our focus this year with Red Hat’s partner ecos
Zero CVEs: The symptom of a larger problem
There has been much discussion lately regarding the "Zero CVE" movement. At Red Hat, we welcome this focus, emphasized by our recent announcement of Project Hummingbird to provide more frequently updated container images. Hummingbird represents a shift in how customers receive Red Hat's open source artifacts: Faster without sacrificing code integrity. You can read more about Project Hummingbird here. While this project is relatively new, it's built on the years of work and lessons learned in modernizing our own internal build system.While the industry often focuses on the result (the image), w
PNC’s infrastructure modernization journey with Red Hat OpenShift Virtualization
For Marcus Dobeck, vice president and head of container orchestration at The PNC Financial Services Group, if the challenge of 2025 could be summarized in a single word it would be demand. Like many organizations, PNC was moving from a place where they were used to managing a handful of clusters to a reality where they faced hundreds of new requests. In the past, an 8-week delivery window was acceptable, but as the bank’s digital needs expanded, delivery times needed to shrink. We sat down with Dobeck to discuss why PNC made the decision to move to Red Hat OpenShift Virtualization and what i
