Operations | Monitoring | ITSM | DevOps | Cloud

Let’s start with something most people get wrong. Automation isn’t magic. It’s math. It does exactly what it’s told. Nothing more, nothing less. Every action, every response, every output is a reflection of truth in motion. And that’s where value actually begins. Most organizations still treat automation like a shortcut: a way to go faster, to handle more alerts, to “keep up.” But speed isn’t the value. Truth is.

The AI said I had to do a database first, not code. Who am I to argue? So, with all the prompts outlining the goals of the project, I’ve gone forward with the project, and step one is creating a PostgreSQL database on Azure. This is part three of a multi-part set of articles. I’ll move this list to the bottom of future articles: Part 1: Introducing the Concept of dbRosetta Part 2: Defining the Project & Prompt Templates.

When we published the first Internet Resilience Report in 2024, the world was still reeling from the CrowdStrike outage that left airlines grounded and financial institutions scrambling. A year later, the stakes are even higher. The 2025 edition confirms what many of us already feel every day in IT Operations: resilience is no longer about uptime alone. It’s about protecting revenue, customer trust, and digital performance at scale.

Kubernetes is now the backbone of modern software infrastructure, helping teams deploy, scale, and manage applications efficiently across clouds. But when it comes to understanding costs, Kubernetes remains opaque. Teams often can’t answer basic questions like: How do you solve the gap between engineering usage and financial visibility? CloudZero’s new Kubernetes capabilities are built to address this challenge.

Data center vacancy rates in North America have hit record lows, with reports from CBRE and JLL indicating figures between 1.6% and 2.3% as of mid-2025. This is driven by exceptionally high demand from hyperscale and AI users, which is outstripping supply and leading to significant competition for space and power. The tight market is expected to continue through at least 2027, with preleasing of new construction at high levels.

A few weeks ago, on 20th October 2025, AWS suffered a widespread outage in its US-EAST-1 region that affected a large number of customers globally. More than 1,000 apps and websites were impacted including major banks and popular games, streaming and social platforms such as WhatsApp, Snapchat, Fortnite and Pokémon Go.

Imagine a future where machines not only perform physical tasks but also learn, adapt, and make intelligent decisions in dynamic environments. This future is rapidly becoming a reality with the advent of smart robots, poised to revolutionize industries from manufacturing to healthcare. In this article, we'll delve into smart robots: what makes these intelligent machines 'smart', how they perform tasks, and how they are reshaping the operational landscape.

In September at.conf25, we announced how Splunk is shaping the future of digital resilience in the age of AI. Agentic AI is rewriting what it takes to build a leading observability practice. As vibe coding gains steam, applications will be built with less human involvement. At the same time, the rise of AI agents demands specialized telemetry to ensure models are performing as intended—aligned to their business purpose and cost.

Splunk is very excited to be sponsoring Kubecon North America once again, kicking off this week in Atlanta, GA. As many know, Splunk is one of the top contributors to the OpenTelemetry project. We’re happy to have sent many of the Splunkers who serve as project maintainers and contributors to lead SIG meetings and engage with the greater community in the OpenTelemetry Observatory, sponsored by Splunk.

In today’s digital enterprises, middleware isn’t just infrastructure—it’s the heartbeat of every mission-critical operation. Yet too often, it operates as an invisible black box. This article explores how organizations can transform middleware management into true Operational Intelligence—gaining complete transaction visibility, intelligent automation, and unified governance.