Operations | Monitoring | ITSM | DevOps | Cloud

How to perform HTTP checks in Grafana Cloud Synthetic Monitoring

Your users should not be the first to know when your application goes down. When HTTP endpoints fail or respond sluggishly, users experience timeouts, connection errors, and degraded performance — often without clear indication of the root cause. This is where HTTP checks in Grafana Cloud Synthetic Monitoring come in, allowing you to proactively monitor your endpoints, verify they're online, measure response times, and ensure they're returning the correct status codes.

Grafana community dashboards: Memorable use cases of 2025

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.

How to share and analyze survey data (or other business metrics) in Grafana

Our annual Observability Survey provides some great insights on the state of industry and all things observability. And for the third edition of the survey, published last March, we wanted to bring the results into a Grafana dashboard—not just because we could, but because it was quite a nice way to interact with the data. After all, Grafana isn't just for IT observability. You can use it to monitor everything from BI data to lunar landings to pet pythons—and now, survey data.

Capture high-value traces without managing a pipeline: Tail sampling with Adaptive Traces

Tracing is the richest observability signal in common use today. In distributed systems, it reveals how requests flow across multiple services, allowing you to uncover and address performance bottlenecks. Teams often scale back or abandon tracing altogether, however, because most successful requests produce redundant data that’s noisy and expensive to store.

Why OpenTelemetry instrumentation needs both eBPF and SDKs

As a vendor-neutral open standard, OpenTelemetry has become the default choice for application instrumentation. However, it’s important to remember that OpenTelemetry isn’t a single technology — it’s an ecosystem. Under the hood, it provides multiple options for instrumenting your applications. In this blog post, we explore two instrumentation approaches: OpenTelemetry eBPF Instrumentation and runtime-specific OpenTelemetry SDKs, like the OpenTelemetry Java agent.

Instrumentation Hub: a guided, scalable way to roll out observability coverage without losing control

Getting started with observability in a modern, fast-moving environment is harder than it should be. Open-standards-based observability promises flexibility and vendor neutrality, but in practice it often introduces significant complexity and delays meaningful coverage by months or even years. Each layer of the stack requires its own instrumentation approach, and every technology, runtime, and library version comes with unique setup steps, tradeoffs, and rough edges.

The year in AI at Grafana Labs

2025 was the year we at Grafana Labs went all-in on AI—and boy, what a year it was. Not only did we establish and start to execute our overarching strategy (build actually useful AI), we also took one of our most exciting new features (Grafana Assistant) from idea to general availability in just nine months! Yes, there's no shortage of articles singing the praises of AI these days, but let's dispense with the hyperbole and focus on some actually useful content.

ServiceNow and Grafana: How to receive Grafana alert payloads via ServiceNow's scripted REST API

When you integrate Grafana-managed alert rules with ServiceNow, you can automatically capture and process alerts in ServiceNow’s events table—a common entry point for incident workflows, escalations, and ticket creation. And if you configure ServiceNow to receive Grafana Alerting payloads using ServiceNow’s scripted REST API, you can parse Grafana’s JSON alert payloads and insert them into a ServiceNow table.

How to use AI to analyze and visualize CAN data with Grafana Assistant

Note: A version of this post originally appeared on the CSS Electronics blog. Martin Falch, co-owner and head of sales and marketing at CSS Electronics, is an expert on CAN bus data. Martin works closely with end users, typically OEM engineers, across diverse industries, including automotive, maritime, and industrial. He is passionate about data visualization and AI—and he’s been working extensively with Grafana Assistant.

Grafana Labs: Top 10 moments of 2025

For Grafana Labs, 2025 was a year defined by innovation, growth, and the power of our community. We celebrated the release of Grafana 12 at our 10th annual GrafanaCON event, and marked major milestones across open source projects, including Mimir, k6, Beyla, Faro, and Alloy. It was also a year of taking bold steps forward in how teams interact with their systems and data.