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

This Month in Datadog - February 2026

On the first episode of This Month in Datadog in 2026, Jeremy covers how you can protect agentic AI applications with AI Guard, stay up to date and collaborate during incidents with five Incident Management releases, and ship software with confidence using Feature Flags. Later in the episode, Kevin spotlights Datadog Data Observability, which enables you to detect data quality and pipeline issues early.

Data Observability, AI Guard, Feature Flags, Ambassador program, and more | This Month in Datadog

See how you can ensure trust across the data life cycle in February’s episode of This Month in Datadog. Join us for a spotlight of Datadog Data Observability, which enables you to detect data quality and pipeline issues early, as well as remediate those issues with end-to-end lineage. Plus, we cover: Protecting agentic AI applications from real-time threats with Datadog AI Guard Staying up to date and reducing steps to collaborate with five new Incident Management releases Releasing software with confidence using Datadog Feature Flags.

Why Evidence-Backed RCA in Edwin AI Starts With Logs

A step-by-step look at how Edwin AI uses native LogicMonitor logs, topology, and context to turn root cause analysis from alert-driven inference into evidence-backed investigation. Most root cause analysis today starts with alerts and ends with explanations that sound reasonable but can’t be verified. An alert is fed into a language model, and the output looks like an answer. It often isn’t.

8 Years of Building Obkio: From Network Monitoring to Observability & Network Diagnostics

In 2016, Obkio was just an idea, but it was an idea born from a real problem. Before writing a single line of code, we conducted a market audit to understand why Network Performance Monitoring solutions weren't more mature. We interviewed banks, manufacturing companies, and service providers, and the answer was unanimous: the NPM tools on the market were too complex, and most businesses simply didn't have the internal resources to dedicate full-time to managing them.

Your Data is Whispering and Needs a Human to Listen

If you have ever owned, operated, or supported a piece of technology, you have probably built a dashboard. Maybe it started as a quick chart to answer a simple question, then quietly grew into something more important. Dashboards are often created by the people who know the systems best, the ones who can wire together data sources and click all the right buttons. But those same builders are rarely trained in how humans actually interpret data.

Grafana Campfire - Back to Basics - (Grafana Community Call - Feb 2026)

Grafana Campfire Community Calls are back. We are starting with *Back to the Basics.* Even though you heard it so many times, but some of you are either new to or not very experienced with terms such as monitoring, observability, metrics, tracing, profiling etc. The good news is that you're not alone, and we've got this!! This will be a perfect learning opportunity to gain understanding during this live call and ask questions if anything is not clear.

Block Builder: a new Mimir Component (Mimir Community Call February 2026)

At today’s community call, we will hear from David Grant, one of the engineers who has brought a new component, the Block Builder, into Mimir. Using the Ingest Storage architecture in Mimir 3.0, the Block Builder takes over the block-building responsibility from the Ingester. This feature is experimental in Mimir today, but is rolling out to production inside of Grafana Labs now. This is a great time to introduce the component, discuss the motivation, and show where it fits in the larger architecture.

Top tips: Think it's a recommendation? It might be an ad

Top tips is a weekly column where we highlight what’s trending in the tech world and list ways to explore these trends. This week, we'll be looking at ways we can spot ads disguised as recommendations in today's influencer era. These days, it's getting harder for me to distinguish between an ad and a recommendation.

Colsubsidio transforms business process monitoring with Elastic Observability

Colsubsidio is one of the largest and most representative family compensation funds in Colombia. The organization manages and delivers essential social services to millions of users through a broad network spanning health, education, subsidies, recreation, tourism, credit, housing, pharmacies, retail supply, culture, and labor welfare.