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

What Are AI Inference Costs? [And How To Manage Them]

If you’re building or running AI-powered features in production, you need a clear understanding of inference costs. Get it right, and you can turn your AI investments into profitable growth. As Larry Advey, Director of Cloud Platform and FinOps at CloudZero and a member of the FinOps Foundation Technical Advisory Council, puts it: “AI investments will only continue to grow.

Resolve's Agents of IT podcast - Ep. 15 - Nora Osman, CEO of Norvana

What separates average IT support from truly exceptional service? In this episode of Agents of IT, Ari Stowe sits down with Nora Osman, CEO of Norvana, to unpack how the best organizations are transforming service delivery by combining AI, automation, and human empathy. Nora shares real-world lessons from leading large-scale service transformations, including how a simple shift in perspective turned a struggling service desk into a high-performing customer experience engine. Her approach is clear. Technology alone is not enough. You need context, empathy, and purpose.

NVIDIA DGX vs. NVIDIA HGX: What is the difference?

While GPUs remain among NVIDIA's flagship products, they also offer a range of other compute products beyond the dedicated graphics cards for which they are known. If you are unfamiliar with the words DGX or HGX, this blog is for you. Throughout this blog, we will cover what these terms mean in practice and when you should be using them.

Application Portfolio Assessment vs AWS Transform

Organizations starting AWS Migration Acceleration Program (MAP) Phase 1 face a tooling choice. Which assessment platform should they use? Most start with AWS Transform. It is built by AWS. It produces migration cost estimates, instance recommendations, and agentic execution for VMware, .NET, mainframe, and other workloads. This is half the picture.

What's under development in Redgate Flyway

In my recent posts, I looked back at the major features we shipped in 2025, highlighted all the exciting things going on in Flyway for Oracle databases, and shared the recent improvements to tracking dependencies for both SQL Server and Oracle databases. But that’s only part of the story. With four development teams working on Flyway, there’s a lot happening. Here’s a look at what’s recently been released, what’s in public preview, and what’s coming next.

Redgate Flyway's Product Updates - March 2026

This is a guest post from Maxime Drobot. This month we’re bringing you official GitHub Actions for Redgate Flyway, usability improvements in Flyway Desktop, and a look at what’s new, what’s in preview. Plus: earlier visibility of code‑review results, helping teams keep quality high and reviews flowing smoothly as AI increases the volume of changes.

How Harness AI Helps Scale Platform-Wide Support | Harness Blog

--- Key Takeaway: Harness AI helped deflect 95% of the platform support tickets for a major financial institution --- These days, success is often measured by what doesn’t happen: When things go right, the software delivery platform is invisible. But what happens when an organization’s delivery velocity increases multifold? Can the platform still stay out of the way?

How to Plan a Successful CI/CD Migration Without Disrupting Developers | Harness Blog

Modern engineering teams run on CI/CD. It’s where pull requests get validated, artifacts get produced, and releases get promoted to production. That also makes CI/CD migration very risky because you're not just moving a "tool"; you're moving the workflow that developers use dozens or hundreds of times a day. The good news: disruption is optional.