Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Mission: AI possible-What agentic AI means for the future of ITOps

If 2023 was the year AI entered the enterprise conversation and 2024 was the year of AI overhype, 2025 is the year it takes action. “Agentic AI” has quickly become the banner term for next-gen systems that aren’t limited to generating responses—they operate, decide, and resolve. The shift from passive chatbots to autonomous agents is underway, and for IT operations teams, the implications are massive.

Logging vs Monitoring: What's the Real Difference?

Let's talk about something central to DevOps work: logging vs monitoring. While both are essential components of maintaining system health and reliability, they serve distinct purposes and complement each other in different ways. The distinction between them isn't always clear-cut, especially as tooling continues to evolve. This guide talks about the practical applications, technical differences, and implementation strategies for both logging and monitoring in modern DevOps environments.

Observability vs APM: What's the Real Difference?

Remember when monitoring your apps meant checking if they were up or down? Yeah, those days are long gone. As systems have gotten more complex—microservices talking to other microservices, containers spinning up and down, serverless functions doing their thing—the approach to understanding system health has had to level up too. APM tools have been the bread and butter for DevOps teams for years, but now everyone's talking about observability.

The hidden costs of tool sprawl: An SRE's guide to observability consolidation

An overview of the benefits, challenges, and philosophy behind consolidating your observability tools Picture this: It's 3:00 a.m., and your phone is buzzing with alerts from what seems like a dozen different monitoring tools. As you blearily scroll through the notifications, you can't help but wonder, "How did we end up with so many tools, and why can't they just talk to each other?".

Synthetic transaction monitoring: The ultimate guide 2025

You’ve landed on the ultimate guide to synthetic transaction monitoring (STM). If you want to check that your critical web services function and perform optimally, detect third-party failures, and surface issues before they reach your users…you need to know about STM. You might’ve heard it referred to as user journey monitoring or web application monitoring — we’ll get to that in a few scrolls. Let’s go.

Flexible Log Management at Scale for Government

As government agencies scale their IT modernization initiatives and deepen their focus on security, managing and maximizing the value of growing log volumes becomes more challenging. During this webinar, Datadog experts examined how to collect, process, and store large machine-generated data sets, transforming them from noise into actionable intelligence.

Can Your Network Monitoring Tool Keep Up? | Obkio

A while ago, your company chose a network monitoring tool that worked perfectly — back when most employees worked in the office, networks were centralized, applications ran on-premise, and "the cloud" was just a buzzword. But today? Your network has evolved (SD-WAN, remote work, SaaS apps), while your monitoring tool hasn’t. Now, false alerts flood your team, troubleshooting takes hours instead of minutes, and your tool only monitors your network devices but offers zero visibility into performance from the end-user perspective or critical cloud-based apps.

AI That Matters: Driving Real Outcomes in Network Operations

AI can be a transformative tool in network operations — but only when it’s tied to clear, measurable outcomes. Rather than chasing hype, IT and NetOps teams should focus on solving specific operational challenges like reducing MTTR, cutting costs, and stabilizing infrastructure. AI has real potential when strategically applied, and when aligned with business goals, it becomes a powerful ally in modern network operations.

Empower your engineering teams with Self-Service Actions in Datadog Software Catalog

Engineering teams constantly balance the need for speed and standardization, but achieving both goals at the same time often feels impossible. Developers’ dependence on platform engineers for support with infrastructure and tooling can create bottlenecks for routine operational tasks such as provisioning environments, troubleshooting incidents, and managing deployments.