Operations | Monitoring | ITSM | DevOps | Cloud

Introducing AI Ecosystem: Zoom Out to See Your Whole AI Agent Fleet

A few months ago, we launched Agent Timeline to close the gap between knowing an agent failed and understanding why. It took the tangled reality of a multi-agent, multi-trace workflow and rendered it as a single, readable conversation: every LLM call, tool invocation, handoff, and downstream system span laid out in the order they happened.

Agents Need Context: Introducing Canvas Connectors, Fleet-wide AI Agent Visibility, and More

Earlier this year, we introduced more capabilities to support agents in production, a more chaotic, complex environment that requires a tremendous amount of context to understand. Unlike tools that capture shallow, pre-aggregated metrics, or cannot join a metric, trace, and log in one query, Honeycomb retains the context and connective tissue from telemetry data to build a nuanced view of production.

Big improvements to Seer Agent

Today marks exactly five months since we launched Seer Agent, our friendly AI agent for querying all things in your Sentry projects (well, five months and a day ago, but close enough). Since then, we’ve had a lot of chats with Seer Agent. You may have even seen a few of them popping up on social media recently. It’s become an integral part of our debugging workflows and feature iteration process.

How Federal IT Teams Move to FIPS 140-3 Without Disrupting Authorization or Service Continuity

A credible FIPS 140-3 transition does more than replace an operating system. It protects authorization timelines, service continuity, rollback options, and accountability across the operational boundary.

Shipped: Every AI provider, one cost story

If you were anywhere near LinkedIn last week, you probably saw us launch AI Signals. We weren’t exactly quiet about it. (Press release, a couple of blog posts, and more social posts than we’d like to admit. Sorry about your feed.) We covered the why behind AI Signals already, but I wanted to actually walk you through what you’re seeing on the screen. Sooner or later someone asks what the company spent on AI last month.

Never lose quorum in Apache Kafka - and what to do when you do

Apache Kafka's documentation and operational lore for KRaft are clear on one point: you shall never lose controller quorum. It is good advice, because a Raft quorum that can no longer elect a leader cannot commit metadata, and a Kafka cluster without a functioning controller cannot create topics, change ACLs, elect partition leaders, or otherwise make progress on its control plane.

Icinga Director v1.12.0 Release

Icinga Director 1.12.0 is out now. This release finally gives custom variables full support for dictionaries, fixes a long standing bug that broke user group restores, and raises the module’s minimum requirements to match the rest of the Icinga Web ecosystem. You can find issues and feature requests related to this release on our roadmap.

Miami Storage Vs Traditional Storage: Which Option Maximizes Space Utilization?

In real estate, efficient space utilization is a critical factor when choosing between storage options. Whether you're managing a property portfolio or seeking short-term storage solutions, understanding the differences between Miami Storage and traditional storage options can significantly impact your decision-making process. This article explores the nuances of these two types of storage facilities, analyzing their effectiveness in maximizing space. We'll also examine the factors influencing space efficiency and provide guidance on selecting the best storage option for your needs.

What Employers Often Miss When Evaluating Pharmacy Benefit Manager Performance

The healthcare system in America is convoluted and often expensive, which causes no small amount of stress for patients, providers, and pharmacies alike. For employers that provide health insurance and drug coverage for their workers especially, finding a solution that is both cost effective and ideally straightforward is often difficult. These healthcare purchasers turn to Pharmacy Benefit Managers (PBMs) and find great success, but there are a number of misconceptions and pitfalls employers can fall into when evaluating PBM performance.

The Context Switching Cost of On-Call Work, and How Teams Reduce It

Ask an engineer what on-call costs them and most will describe a page at three in the morning. Those nights are real, and they are also comparatively rare on a healthy rota. Teams plan for them, compensate for them, and talk about them openly. The larger cost is quieter and almost never discussed, because it does not look like an incident. It is what happens to an ordinary Tuesday when you are carrying the pager: work arrives in fragments, nothing deep gets finished, and by Friday you have been busy for five days without being able to say what you built.