Operations | Monitoring | ITSM | DevOps | Cloud

In many organizations, developers, SREs, network engineers, and security teams work in specialized domains, which can make it hard to establish a shared view of network health. As a result, engineers often struggle to determine when a network problem that originates outside of their domain of expertise is the root cause of an incident. This lack of visibility slows investigations and delays remediation.

Enterprises are experiencing a turning point. Systems scale faster than teams can, AI is rewriting the rhythms of operations, and the cost of downtime grows heavier every quarter. In this new landscape, reacting is no longer enough. Teams need foresight. They need to get ahead of the issue. They need a different model entirely. This third installment centers on a simple but transformative idea. What if IT operations could finally step out of reaction mode and move into anticipation?

AI will not fix broken software delivery. It will expose it. By 2026, teams that win will use specialist AI agents, guardrails over gates, and security built directly into the pipeline. As we look toward 2026, it is becoming clear that AI is not just changing how code is written. It is changing how software delivery itself works. The real shift is happening at the intersection of AI, security, and developer experience, where speed, risk, and responsibility now collide.

If you’re an SRE, platform engineer, or on-call responder, you don’t need another article explaining incident pain. You feel it every time your phone lights up in the middle of the night. You already know the pattern: You’ve invested in runbooks, automation, observability, and “best practices,” yet incident response still feels like firefighting. Now imagine the same midnight page, but with AI SRE in place: What once took hours is now finished in a couple of minutes.

Every year, Grafana dashboards surface in new corners of the world. And this year, they even reached beyond this world—helping one team land on the moon and another monitor the planet’s health with orbiting satellites. Meanwhile, back here on Earth, the community used Grafana to track everything from wind turbines and wastewater to March Madness and Taylor Swift’s worldwide tour. Here’s a look back at some of the most memorable Grafana community dashboards of 2025.