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The latest News and Information on Log Management, Log Analytics and related technologies.

5 Things to Know About Context Engineering

Software systems are getting better at understanding themselves. The mix of richer telemetry, smarter pipelines, and agentic AI is shifting observability from a passive record of events into something more active and useful. That shift is what we mean by context engineering. We recently partnered with O’Reilly on a report by David Beale that introduces the discipline. Before you read it, here are five things worth knowing.

ActiveMQ Log Analysis & Diagnostics: The Expert Guide

Senior engineers who are fast at diagnosing ActiveMQ incidents share one trait: they know exactly what they are looking for in the broker log before they open it. They know the PFC signature, the OOM warning pattern, the journal recovery sequence, and the connection drop format. For them, the log is not text to search through, it is a structured operational record that maps each entry to a specific broker state.

The Advanced Pipeline Editor Is Here: One View, Every Pipeline

The Advanced Pipeline Editor is now live for all paid Bindplane plans. It's a rebuilt configuration editing experience that puts your whole config in a single interactive graph: every source, processor, router, and destination, across logs, metrics, and traces, in one view you can search, pan, zoom, and edit directly. If you've ever bounced between pipeline tabs trying to figure out where a processor sits in a config with a dozen sources and three destinations, this release is for you.

An SRE agent for production

AI has changed how software gets built. It hasn't changed how software gets run. Most of the AI money in software has gone into the IDE: code generation, copilots, developer assistants, faster pull requests. That work matters. But writing software is one slice of the lifecycle. The harder problem, and the more expensive one, is running that software in production. Production is where systems fail in ways nobody predicted. Incidents don't stay inside one service.

We built an SRE bot on AURA. Here's what we learned.

PagerDuty fires. You open the incident. Title, timestamp, nothing else. Whatever context exists is in someone's head, in a Slack thread from two weeks ago, or in a runbook nobody has touched since the last reorg. We got tired of that. So we put an AURA agent behind a Slack bot and pointed it at our own production environment.

Life after SaaS: Enabling the System of Context

By: Tucker Callaway, CEO at Mezmo The market keeps saying “SaaS is dead.” That’s probably true, but it’s also incomplete. What’s actually dying is the idea that value lives inside a vendor-controlled black box. The next era is about utilities: unlimited coding capacity and unlimited analytical capability. And if those two utilities are real, then the vendor model has to change.

A new way to SIEM

For years, security teams have been sold the same bargain: send in more data, buy more tools, tune more rules, and you'll be better protected. In practice, a lot of teams have ended up with the opposite. They're carrying more cost and more complexity, and they still don't have much confidence that their detections are actually working the way they should. That's the backdrop for why Cribl is acquiring CardinalOps.

How Does a Configuration Item Fit Into Your CMDB?

In this video, you'll learn what a Configuration Item (CI) is, how it forms the foundation of a CMDB, and why connecting CIs helps IT teams understand dependencies, improve visibility, and resolve incidents faster. Discover how CIs transform scattered asset data into a complete, connected view of your IT environment. Whether you're an IT Manager, IT Administrator, Service Desk Analyst, ITSM Professional, Infrastructure Engineer, or IT Operations Leader, this video explains why Configuration Items are essential for effective IT Service Management.

What Is Synthetic Monitoring and Why Does It Matter?

A website can look healthy on your dashboard and still fail when customers try to use it. So how do you catch problems before anyone notices them? In this video, you'll learn what synthetic monitoring is, how it works, and why IT teams use it to detect website and application issues before they impact real users. Discover how automated user journeys help you monitor availability, performance, and critical business transactions 24/7.