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Building AI-Ready Database Operations: A Deep Dive into Maturity and Actionable Habits

Now, we will explore how this foundational strength translates into organizational maturity and lay out the durable operating habits required to bridge the gap between reactive firefighting and strategic performance engineering.

AI SRE Update: Your Feedback Shaped Our Latest Release

A note from Lauren Nagel, Mezmo's VP of Product: At Mezmo, we believe the best observability tools aren't just built for users, they're built with them. Since the launch of Mezmo's AI SRE agent, we've listened and learned from our customers. The feedback and insights have been invaluable in helping our teams refine and enhance the experience. Today, we're excited to share our latest release, packed with improvements and powerful new capabilities that make our AI SRE even faster and more intuitive.

Building & Enforcing an AI Policy

Just like "cloud" in years past, the term "AI" has permeated just about every tech space and product. And although AI has plenty of business benefits, there are also plenty of risks in using AI, especially when it comes to sensitive business information. End users may not understand (or care) about the negative impacts of AI, which is where IT comes in. In this stream, you'll learn about how you can build an AI policy that works and how to enforce it so that users actually follow it!

How is the next wave of AI impacting the Indian cloud scene?

Gartner has predicted that 2026 will see a 10.6% increase in India’s total IT spend from 2025 (2025: USD 159 billion vs 2026: USD 176.3 billion), with data centres, cloud infrastructure, and AI-enabled technologies driving this growth. This isn’t just a budget increase; it’s a fundamental shift in where innovation happens, who owns the infrastructure, and how we translate AI potential into scalable impact.

How AI amplifies your entire engineering culture

Anyone who has ever attempted to learn the guitar knows the lure of buying high-end gear. Surely, an expensive guitar and a best-in-class amplifier will hide the fact that you only know a few chords and maybe the lead line to that one song you keep hearing on the radio. What most players find out, however, is that spending thousands of dollars on gear doesn't change the fact that you're not that good yet.

AI In 2026: Autonomous, Invisible, Expensive

With all we’ve seen from AI in the last several years, it can be easy to forget that it’s still in its very early days. As torrid as its evolution has been thus far, it will only intensify. As SVP of Engineering at a B2B SaaS company, I’ve had a front-row seat for much of this evolution. Here are three ways I see AI heading in 2026.

Announcing the Harness Human-Aware Change Agent | Harness Blog

AI that understands human insight and connects it to the changes that drive real incidents. At Harness, our story has always been about change — helping teams ship faster, deploy safer, and control the blast radius of every modification to production. Deployments, feature flags, pipelines, and governance are all expressions of how organizations evolve their software. Today, the pace of change is accelerating.

What is a Scam Checker and How Can It Protect You Online?

Here's something that should worry you: online scams are evolving faster than ever before. We're not talking about clumsy Nigerian prince emails anymore. Last year, Americans handed over billions to digital con artists, and those figures? They're accelerating at an alarming rate. The truly frustrating part is that most people only discover they've been victimized after the damage is done.

How Equipment Providers Are Finally Winning the Billing Battle

Revenue cycle management has always been the Achilles heel of durable medical equipment providers. You deliver essential equipment to patients who desperately need it, coordinate complex logistics, maintain regulatory compliance, and then watch as insurance companies deny claims for seemingly arbitrary reasons. Payments that should arrive in 30 days stretch to 60, then 90, then never come at all despite multiple resubmission attempts. Cash flow suffers, working capital evaporates, and profitability remains elusive despite strong sales volume.