Operations | Monitoring | ITSM | DevOps | Cloud

30 to 70 PRs a Day: How We Managed to Not Wreck Our Systems

In this two-part blog series, I give a detailed report-out on how our Honeycomb engineering team 2.5x-ed our throughput using AI without breaking everything or lowering our standards for quality. Part 1 explains how we did it and shows data about how that ramp-up happened. Part 2 shares what we learned.

The Investigator That Remembers: Inside Klaudia Memory

There is a particular kind of incident every SRE team is familiar with. A common component of your stack, say your Redis database, starts misbehaving. Someone spends two hours tracing it back to a connection pool exhausted by a misconfigured client, the fix goes in, and everyone moves on, for today. The following Tuesday it happens again, and whoever is on call investigates it from scratch, because the person who solved it last week is asleep, on vacation, or working somewhere else now.

What is MTTR, and how can agentic ITOps reduce it?

Mean time to resolution (MTTR) measures the average duration to restore regular operation for an application, service, or infrastructure component. It’s a key performance indicator (KPI) for IT incident management. To tie MTTR directly to customer satisfaction, you first need to understand how it affects service and application reliability and availability. From there, you can make informed decisions, operate efficiently, and provide a seamless customer experience.

Why multicloud has become a governance decision

For most IT leaders, multicloud didn't arrive as a decision. It arrived as a fait accompli. A team chose AWS for one workload. Azure came in through a Microsoft enterprise agreement. A SaaS acquisition brought its own cloud dependencies. A DR requirement pointed to a second region with a different provider. Nobody declared a multicloud strategy; the organization just became one. Today, 87% of organizations run a multicloud strategy, balancing an average of 2.6 public cloud providers simultaneously.

Getting started with Huntress dashboards

If you run Huntress across a fleet of client environments, you already know the console gives you a solid view of agent health, threat detections and incident reports. What it doesn't give you is a way to put that data next to everything else you're tracking, your PSA tickets, your other security tools, the rest of your stack, so you can see the whole client picture in one place.

Coralogix | Magic Quadrant 2026

We are absolutely thrilled to share with you all that Coralogix has been recognized as a Leader in the Gartner Magic Quadrant for Observability Platforms. When we architected Coralogix around in-stream processing, open-format storage, and index-free query, we weren’t optimizing for where observability stood at the time. We were building for the world it was heading toward.

AlloyScan 26.6 Update: Simplified Subscriptions and Reacher Dashboards

Today, we rolled out a new update to AlloyScan, our cloud-native IT asset discovery and network inventory solution. It brings a smoother notification subscription experience, richer dashboards, modern reporting, and faster, more reliable performance.

Top 12 Network Monitoring Tools in 2026: Complete Comparison & Reviews

Modern infrastructure is no longer a stack of routers, switches, and racks sitting in a single data center. Most teams now run a mix of Kubernetes clusters, virtual machines, managed cloud services, and SaaS dependencies spread across regions and providers. Knowing which device is up is not the same as knowing whether your application is healthy.