Operations | Monitoring | ITSM | DevOps | Cloud

Application autoscaling has existed for years. Database autoscaling has lagged behind. Today, that changes on Upsun. Managed PostgreSQL and MariaDB read replicas now autoscale, joining worker autoscaling in production since March 2026. Apps, workers, and managed databases all autoscalead replicas saturate first, connection pools max, someone getse on one platform - natively, without a third-party database engine or a Kubernetes layer to operate. Three operational headaches just disappeared.

The new Advanced Pipeline Editor went live for all paid plans, we launched a public Blueprints library of ready-made pipeline patterns, we reworked plan pricing and raised the Free tier to 100 GB/day, and the source and processor catalog grew with an AWS Neuron source, an AWS CloudWatch metrics source, and a full set of XML processors. None of these are flashy on their own.

We’ve overhauled macOS monitoring in the latest Netdata release. Netdata already collects system metrics on Macs at per-second resolution; this release completes the picture with logs and hardware telemetry, areas that previously required users to run CLI tools like log show and powermetrics. The new collectors read this data through Apple’s own frameworks, allowing users to trace application and OS errors and catch hardware issues early.

Software systems are getting better at understanding themselves. The mix of richer telemetry, smarter pipelines, and agentic AI is shifting observability from a passive record of events into something more active and useful. That shift is what we mean by context engineering. We recently partnered with O’Reilly on a report by David Beale that introduces the discipline. Before you read it, here are five things worth knowing.

You run . Nothing is broken yet, but nothing will proceed either until the lock is cleared. This guide covers what actually does, when it is safe to use, how to find the lock ID on every major backend, and what to do if the command itself does not fix things.

We recently wrapped up a large-scale, multi-month Kafka migration project. We used to run self-hosted Confluent Platform and ZooKeeper as clusters of AWS EC2 instances, and now all of our Kafka clusters run open-source Apache Kafka 4.1.1 running in KRaft mode and deployed to AWS EKS.

Your status page is a bridge to your customers. It’s where you show what you can do and prove that your product is more than just sales talk. Though easy to overlook, it provides an opportunity to showcase all that’s best about your services. The trick is how to do it well. Fortunately, there are many outstanding status pages that you can draw inspiration from. Once your ideas take shape, you're ready to present your vision to customers.

If you’ve copied the same icon font or the same LESS helper into two or three Icinga Web modules, you’ve hit the problem libraries exist to solve. This guide builds one from scratch: a small, self-contained icon and font pack that any number of modules can share, with no copy-pasting and no per-module registration step.

A full outage is the easy version of this job. Something goes down, someone notices immediately, you fix it, and you move on. Everyone understands that problem, including the users complaining about it. Intermittent network connectivity issues are a different animal. Your network connection works, then it doesn't, then it does again, all on its own, usually before you've had a chance to open a single tool. By the time you sit down to look, the network is behaving perfectly.

Asset tagging is the process of assigning a unique identifier (a physical or digital label) to each asset so it can be tracked, managed, and audited throughout its lifecycle. Without it, tracking assets across distributed environments becomes error-prone, loss-prone, and nearly impossible to audit. The practice applies to virtually any type of organizational asset: office furniture, vehicles, medical equipment, industrial machinery.