Operations | Monitoring | ITSM | DevOps | Cloud

Every production system will eventually break. It's not pessimism, it's just reality. That's why engineers go on-call, and why companies invest heavily in incident response tooling. But here's the problem: the moment an engineer goes on call, they typically need elevated access to production systems, databases, and sensitive customer data. And that elevated access? It's often permanent, overly broad, and a security nightmare waiting to happen.

Datadog is a popular monitoring platform, and one of its key components is DogStatsD which is a customized extension of the original open-source StatsD protocol. DogStatsD adds powerful features like tagging, histograms, and distributions, but it also introduces vendor lock-in. This is because DogStatsD metrics follow a specific wire format that many other monitoring platforms do not natively support.

Continuing my adventure to have Monitive being run by AI Agents, I had some brainstorming sessions with... well... AI. I was impressed about the maturity of the discussions one can have with ChatGPT 5.1 Pro and Claude Code Opus 4.5.

Provisioning cloud resources shouldn’t require a second stack of tools. With Qovery’s new Terraform and OpenTofu support, you can now define and deploy your infrastructure right alongside your applications. Declaratively, securely, and in one place. No external runners. No glue code. No tool sprawl.

Your app feels slow, users complain… but your dashboard says response time is totally fine! But the real pain is revealed when looking at percentiles. In this post, we’ll break down why the 95th percentile response time metric is useful, plus how to work with it in practice. ‍

Information dominance has become key to battlefield success. The evolution from Network-Centric Warfare to Multi-Domain Operations (MDO) and JADC2 is all about connecting drones, sensors, weapon-systems and decision-makers, across land, air, sea, cyber, and space… in real time. Read about the journey, principles and building blocks, and how Ribbon Communications’ solutions are in the middle of it.

Download your complimentary copy of the 2025 SPARK Matrix IT Hardware Asset Management (HAM) Tools 2025 to learn more. InvGate has been recognized as a Leader in the IT Hardware Asset Management (HAM) Tools category of the SPARK Matrix, an evaluation designed by QKS Group to analyze and rank vendors. The assessment highlights InvGate’s position, placing it among the top performers in the global HAM market.

One year ago, at AWS re:Invent, we launched CloudZero Advisor, a free, standalone AI assistant that enables anyone to ask questions about cloud spend in plain language. It was the first experiment of its kind in FinOps, a chance to see what people really wanted to know when cost data finally became conversational. Over the past year, Advisor has become a learning engine.