Operations | Monitoring | ITSM | DevOps | Cloud

Non-deterministic UIs are the future and will replace your dashboards, but they’re not here yet. So until then, we’re stuck with conversational interfaces. In an effort to try and describe what I consider the future of UIs to look like, I wrote about how you (and I) have been designing dashboards wrong. The core insight was that we've been designing for static representations of data that sit on a TV in the office, when the actual use case is someone at a desk using them to debug an issue.

Grafana 12.3 is here, delivering new features for interactive learning, deeper insights into logging data, and so much more. Overall, a big theme in the latest minor release is to make data exploration easier, faster, and more customizable. Grafana 12.3: Download now! Below are just some of the highlights from Grafana 12.3. If you want to explore all the latest updates, please refer to the changelog or our What’s New documentation, and be sure to check out the TL;DR video below.

Our logs can tell us so much about the state of our systems, but they can also be a bit overwhelming. Yes, Grafana Loki—and, by extension, Grafana Cloud Logs, which is powered by Loki—reimagined the way log aggregation systems could meet modern engineering demands, but logs, by their very nature, are still voluminous.

Editor’s note: This blog originally published in May 2025 when Azure Monitor dashboards with Grafana became available in public preview. It was updated in November 2025 to reflect general availability. The Grafanaverse just got a little bit bigger.

About two months ago, an incident at Grafana Labs was kicked off in typical fashion: A series of alerts were triggered, our on-call engineer acknowledged it on Slack, and the rest of the team quickly began hypothesizing about the potential culprit. But the way the incident was resolved was anything but typical. Yes, our internal team followed best practices to resolve the incident as quickly as possible.