Operations | Monitoring | ITSM | DevOps | Cloud

Grafana Assistant: Why you can trust our agent-and yourself-in an era of AI hallucinations

Let’s be real: AI can hallucinate. And in observability, that feels risky. No one wants an assistant that sends your SREs chasing ghosts. At best, that burns expensive engineering time. At worst, it slows incident response in production and pushes teams toward the wrong remediation path. So here’s the big question: What makes Grafana Assistant different, and why should you trust it? Let’s start by acknowledging the fear. AI hallucinations are a real issue.

How Prometheus Remote Write v2 can help cut network egress costs by as much as 50%

Back in 2021, Grafana Labs CTO Tom Wilkie (then VP of Products) spoke at PromCON about the need for improvements in Prometheus' remote write capabilities. “We use between 10 and 2 bytes per sample to send via remote write, and Prometheus only uses 1 or 2 bytes per sample on the local disk so there’s big, big room for improvement,” Wilkie said at the time.

Properly securing OpenClaw with authentication

OpenClaw (née MoltBot, née ClawdBot) is taking over the world. Everyone is spinning their own, either on a VPS, or their own Mac mini. But here's the problem: OpenClaw is brand new, and its security posture is mostly unknown. Security researchers have already found thousands of publicly available instances exposing everything from credentials to private messages.

What is DevOps? Definition, Lifecycle, Best Practices, & Tools

We’ve seen a huge explosion of interest in DevOps over the last few years. But for people who are new to these ideas, it’s not always obvious what DevOps entails and what the benefits are, particularly in larger environments. So, what is DevOps all about? And what do you need to know to succeed? In this blog, you’ll get a breakdown of how DevOps works, its benefits, and the best practices and tools that help teams build and deploy software with speed and confidence.

Calico Ingress Gateway: Key FAQs Before Migrating from NGINX Ingress Controller

We recently sat down with representatives from 42 companies to discuss a pivotal moment in Kubernetes networking: the NGINX Ingress retirement. With the March 2026 retirement of the NGINX Ingress Controller fast approaching, platform teams are now facing a hard deadline to modernize their ingress strategy.

Using HubSpot To Kill Revenue Drains

HubSpot is one of the world's most popular customer relationship management (CRM) tools. Once your business starts using this software, it's not difficult to see why. It can do all sorts of things from highlighting lost leads to identifying poor data quality. The purpose of this post is to look at some of the ways that HubSpot can kill revenue drains and eliminate unnecessary costs. Obviously, this software is for businesses, so we will be discussing the benefits of the tool in a commercial context.

Andy Wojnarek Appointed Chief Technology Officer

ATS Group and Galileo are pleased to announce the appointment of Andy Wojnarek as Chief Technology Officer. Andy’s appointment reflects the evolution of a technical leadership role he has developed over more than 16 years with the company, grounded in hands-on expertise, cross-functional influence, and a sustained focus on solving complex infrastructure and observability challenges for clients.