12 articles that week
Red Hat, Friday, March 6th, 2026
In our previous article Context as architecture: A practical look at retrieval-augmented generation, we treated retrieval-augmented generation (RAG) as an architectural idea. We explored why retrieval exists, how it changes the system around a language model, and where its boundaries lie. That framing is necessary, but incomplete.
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Red Hat, Friday, March 6th, 2026
The Friday Five is a weekly Red Hat blog post with 5 of the week's top news items and ideas from or about Red Hat and the technology industry. Consider it your we ekly digest of things that caught our eye.
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Red Hat, Thursday, March 5th, 2026
In the debate between open source and proprietary technology, open source wins - especially in the AI arena. However, as the generative AI era continues, enterprises face a new version of an old challenge. While the industry is moving at breakneck speed, much of the underlying infrastructure remains fragmented or locked behind proprietary gates.
more → Red Hat, Thursday, March 5th, 2026
The Model Context Protocol (MCP) is increasingly relevant in today's agentic AI ecosystem because it standardizes how AI agents access tools, data sources, and external systems.
more → Red Hat, Thursday, March 5th, 2026
At Red Hat Summit 2025, we introduced Ask Red Hat, a conversational AI designed to be an intelligent front door for our customers. It began as a rapid 12-week build to prove that open source AI could transform the support experience.
more → Red Hat, Wednesday, March 4th, 2026
For many large companies, AI is on every agenda, yet many leaders are still trying to make sense of what to do next. A big reason for this uncertainty is that huge amounts of data are still locked away in separate departments or stuck in systems that don't talk to each other, making it hard to turn that data into real value.
more → Red Hat, Wednesday, March 4th, 2026
The latest updates to Red Hat OpenShift bring significant enhancements to monitoring and troubleshooting directly within OpenShift. Red Hat OpenShift observability has evolved into a highly integrated ecosystem that combines metrics, logs, traces, and network telemetry into a single experience. It removes the tool sprawl typically associated with Kubernetes, replacing fragmented dashboards with a centralized, hardened, and supported platform.
more → Red Hat, Tuesday, March 3rd, 2026
A Virtualization Migration Assessment (VMA) is a strategic engagement designed to help organizations modernize their infrastructure. It provides a structured path for organizations looking to migrate virtualized workloads to Red Hat OpenShift Virtualization, offering deep visibility into the current environment and defining a clear, actionable migration plan. Learn more about how to simplify your migration.
more → Red Hat, Tuesday, March 3rd, 2026
In the enterprise world, the AI hype has officially met the reality check. Organizations are no longer asking if AI can help; they are asking how fast it can deliver value without breaking the bank or the infrastructure.
more → Red Hat, Tuesday, March 3rd, 2026
As organizations modernize their IT environments, Windows workloads continue to play a critical role across business operations. At the same time, licensing complexity and operational overhead are driving teams to evaluate more flexible and cost-effective paths to the cloud.
more → Red Hat, Monday, March 2nd, 2026
I occupy a peculiar space in the workforce: I'm an Elder Millennial. This means I'm old enough to remember landlines, but young enough to scroll TikTok, understand why '67' was a trend, and adapt to the ever-growing glossary of slang younger generations are creating.
more → Cloud Native Now, Monday, March 2nd, 2026
Red Hat, this week at the Mobile World Congress (MWC) 2026 conference, revealed that a number of providers of telecommunications services have opted to adopt its platforms to build and deploy cloud native software for both internal operations and external-facing applications.
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