Operations | Monitoring | ITSM | DevOps | Cloud

Ops Explained: AIOps vs. DevOps vs. MLOps vs. Agentic AIOps

There’s a common misconception in IT operations that mastering DevOps, AIOps, or MLOps means you’re “fully modern.” But these aren’t checkpoints on a single journey to automation. DevOps, MLOps, and AIOps solve different problems for different teams—and they operate on different layers of the technology stack. They’re not stages of maturity. They’re parallel areas that sometimes interact, but serve separate needs.

Top tips: Dismantling data silos in your organization

Top Tips is a weekly column where we highlight what’s trending in the tech world and list practical ways to explore these trends. This week, we're going over how you can eliminate data silos in your organization to enable smoother data flows. The free flow of data is one of the clearest signs of organizational health. When data is locked away—isolated in disparate systems that don’t communicate with each other—you’re dealing with a data silo.

Change in behavior: Policy function findfiles

Here comes a profoundly belated blog post on a behavior change. Better late than never. Due to various bugs with the glob engine on Windows, we decided to rewrite it in CFEngine 3.24.0. Not only does the new glob engine resolve these bugs on Windows, but it also adds support for brace expansion on all platforms. E.g. findfiles.cf command output.

Getting started with HaloPSA dashboards

The HaloPSA plugin is a new addition to SquaredUp, and helps you create live dashboards that surface the important metrics – giving you and your team a single pane of glass for help desk performance, asset visibility, and client reporting. Why it matters: If your team uses HaloPSA to manage tickets, assets, and clients, then you already know how vital that data is for running smooth operations.

Boosting your AWS monitoring ROI: Strategies that deliver

AWS gives you the power to scale, deploy, and innovate at speed. However, with that speed comes a good amount of complexity. Services multiply, resources balloon, and performance issues sneak in when you least expect them. That’s where monitoring comes in. But it isn’t about checking boxes on dashboards. It’s about getting the most value for every dollar you spend or, maximizing your return on investment (ROI) from AWS monitoring. So, how do you actually do that?

Supercharge your iOS and MacOS development: CircleCI offers M4 Pro resources

For developers building on iOS and macOS, building the most performant software means having access to the latest Mac resources to quickly build, test, and deploy software. Apple’s newest M4 Pro chip represents yet another significant leap in Apple Silicon performance, delivering unprecedented speed and efficiency for development teams.

Myth #3 of Kubernetes Resource Optimization: Instance Rightsizing

In this blog series we are examining the Five Myths of Kubernetes Resource Optimization. So far we’ve looked at Myth 1: Observability and Monitoring and Myth 2: Cluster Autoscaling. Stay tuned for the entire series! The third myth addresses another common assumption of many Kubernetes practitioners: Choosing the right instances will eliminate waste in a cluster.

The Role of Precision Engineering in Modern Valve Manufacturing

Valve manufacturing enables the production of components that meet stringent industry standards and customer expectations. The demand for high-quality valves has grown in many sectors, including but not limited to oil and gas and pharmaceuticals. With the increasing complexity of designs and the necessity for reliability, precision engineering offers the tools and methods to achieve excellence in valve production. See how precision engineering shapes modern valve manufacturing, the benefits it brings, and the emerging technologies that improve its effectiveness in the industry.

Designing Secure Healthtech Systems for Long-Term Patient Trust

Digital transformation in healthcare has accelerated rapidly, bringing an influx of connected platforms, from electronic health records and patient portals to wearable diagnostics and telemedicine tools. As more patients interact with healthcare systems through digital interfaces, the stakes have risen dramatically. In this high-trust environment, cybersecurity is a core component of patient confidence and operational integrity.

Cybersecurity Challenges in Automotive Manufacturing

Ever been told to "just install the update" on a system that can't afford a single minute of downtime? Then you get it. In automotive manufacturing, the reality on the floor often differs from what IT expects. Security patches, network scans, and monitoring tools sound good in a meeting. However, when your equipment is tied to real-time processes, even a minor change can cause significant problems.