Operations | Monitoring | ITSM | DevOps | Cloud

A Runnable Reference Architecture for Network Telemetry on InfluxDB 3

Networks generate the most data of any system in your stack and have the least patience for stale dashboards. Interface counters tick every second. BGP sessions flap. Flow records arrive in bursts. When something goes wrong, you don’t have 10 seconds to wait for an aggregation to finish.

Developing web apps with local LLM inference

I’ve yet to meet a developer that enjoys working with metered AI APIs. The need to pay for every API call in development works in direct opposition to the ethos of rapid iteration, and it’s easy for the costs to get out of hand. That’s why Canonical has created a different approach to building AI-powered applications; one where the model lives inside your app, not behind a pay-per-token HTTP call.

Canonical announces fully Managed Kubeflow AI operations platform on the Microsoft Azure Marketplace

Canonical, the publisher of Ubuntu, today announced the general availability (GA) of Managed Kubeflow on the Microsoft Azure Marketplace. This solution enables AI teams to get a fully managed, production-ready MLOps platform in their own tenant. Upstream Kubeflow is a powerful tool for machine learning, but it remains notoriously challenging to deploy and maintain.

Redgate Monitor Product Updates - May 2026

Redgate Monitor ships new features every month and the past few months have brought some exciting new additions to empower your workflows. Spanning AI-powered tooling, cloud deployment, cross-database platform support and enterprise security, these updates reflect some of the biggest areas shaping how database teams work today. Whether you're managing compliance requirements, trying to get on top of alert management or looking to get a better grip on cloud costs, there's something here for you.

The Complete Guide to Observability Pipelines

Modern engineering teams are drowning in telemetry data. A mid-sized Kubernetes cluster running 50 microservices can generate millions of log lines per minute. Add distributed traces, Prometheus metrics, cloud provider events, and application-level instrumentation and you're looking at terabytes of observability data every day. The problem isn't just volume. It's what you do with it.

How to Build a Facebook Business Page That Attracts Followers Automatically

Growing a Facebook Business Page can feel slow at first, mostly when the page is new. You may post often and still not get many page followers. A few simple changes can make your page work better. It should look active, clear, and worth following. It should also give people a reason to come back. When people like and share your posts, Facebook shows your page to a lot more people. This guide will show you easy steps to build a Facebook Business Page that brings in page followers. All you need is good posts, clear branding, and regular updates.

How Operations Teams Can Retire Fleet Trucks Quickly in Texas

Many Texas businesses are worried about aging trucks in their fleet due to financial and operational concerns. Industry reports indicate that the average operating cost for a truck has increased to $2.27 per mile, making older trucks costly to maintain and straining efficiency. Older trucks can incur higher maintenance costs and delays, affecting production and customer satisfaction. To manage expenses, Texas operations teams need a systematic plan for efficiently retiring fleet trucks. Here are key steps to streamline the process.

Why Nearby Search Optimization Matters for Modern Dental Clinics

Picture this: it's Saturday night, someone cracks a tooth on a piece of hard candy, and the absolute last thing they're doing is flipping through a phonebook. They're on their phone within seconds, searching for help. If your practice doesn't appear in those results, someone else's does, and that's a patient you just lost without ever knowing it. According to recent data, 98% of consumers search online for nearby companies, which means showing up digitally isn't a nice-to-have anymore. It's your front door.

7 Best IT Support Companies in Birmingham Reviewed 2026

If you run a business, you already know how quickly things fall apart when your IT starts playing up. One minute everything is running fine, then suddenly emails stop working, systems slow to a crawl, or somebody clicks on something they definitely shouldn't have clicked on. Most businesses don't really think about IT support until something goes wrong, which is usually when the panic starts. The problem is there are loads of IT support companies out there now, and a lot of them sound exactly the same. Every website promises "tailored solutions" and "cutting edge support" without really explaining what makes them different.