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* * * * General / HOME WELCOME TO GRAFANA NEED HELP? DocumentationTutorialsCommunityPublic Slack DASHBOARDS STARRED DASHBOARDS RECENTLY VIEWED DASHBOARDS LATEST FROM THE BLOG Feb 27 HOW SIEMENS MOBILITY IS MOVING ITS TRAINS INTO THE FUTURE WITH GRAFANA ENTERPRISE Railway passengers may think of trains simply as a way to get from one place to another, but at Siemens Mobility — a rail transportation company dedicated to delivering sustainable, smart transport — they are that and much more. Siemens Mobility works with more than 3,000 partners, and its customers include Eurostar and Trans Pennine Express. In the U.K., Siemens Mobility maintains about 500 train units and logs 65 million passenger miles per year. Feb 24 INTRODUCING THE XYZ CHART: A THREE-DIMENSIONAL WAY TO VISUALIZE YOUR DATA IN GRAFANA This panel is in alpha version and still in development. To use it as is, you need to modify your configuration file and set enable_alpha = true in the panels section. More information can be found on this page. Two-dimensional graphics are the de facto way to visualize data within the observability realm, and Grafana is really good at plotting data this way. There are different panels that can be used to visualize different types of data, and we recently released the XY chart as a way to visualize relationships between two variables. Feb 23 HOW TO EXTRACT LABEL VALUES FROM PROMETHEUS METRICS IN GRAFANA Prometheus metrics are usually visualized as numeric values on a graph, with the metrics categorized by labels. But what do you do when the numerical value doesn’t matter, and all of the information is in the labels? In that case, you might need to visualize the labels themselves. This scenario can arise because you’re not always in control of how the metrics get reported, but you do often need to visualize what’s there. Feb 17 HIRE LEARNING WITH WELLS FARGO: 'GIVE EVERYONE AN EQUAL VOICE AND LET THE BEST IDEA WIN' The HIRE Learning series gets inside the brains of hiring managers who are looking for smart engineers, passionate Grafana users, and observability enthusiasts to join their teams. Find out what questions they ask, what red flags they look for, and what helps their teams succeed. Nikhilesh Tekwani has places to go. The Senior Software Engineering Manager at Wells Fargo already had his 2023 vacations planned a year in advance — winter break, spring break, and a dream summer vacation to the resort town of Banff, in Alberta, Canada. Feb 16 WHY CLEARCO SWITCHED TO GRAFANA ALERTING, GRAFANA ONCALL, AND GRAFANA INCIDENT Working with technology means dealing with incidents or outages from time-to-time, so staying on top of problems is essential. Back in the spring of 2022, Clearco, the world’s largest e-commerce investor, had an alerting system set up to catch issues, except they had one problem: Clearco’s Customer Success team would learn of a problem before a notification even went off. “As a growing technology company, outages are all too common in the industry,” says Clearco Senior Infrastructure Engineer Paul Shahid, who is part of the observability team. Feb 15 BREATHING EASY WITH GRAFANA DASHBOARDS AND 3D PRINTING I lead the Grafana Loki project here at Grafana Labs, and I’ve always loved building things professionally and in my personal life, whether we’re talking about metalworking or coding — or, more recently, 3D printing. A couple years ago, I purchased my first 3D printer, a Prusa i3 MK3S+. I use it periodically to build functional items I use around my house in Upstate New York. For example, I recently decided to build a solar radiation shield for my outdoor weather station. Feb 14 LOAD TESTING GRAFANA K6: PEAK, SPIKE, AND SOAK TESTS The original version of this blog appeared on the Grafana k6 blog. With k6 Cloud, Grafana Labs is in the business of generating load — lots of load, distributed across a cluster of computers. So while our customers care about the systems they load, we care that our system can generate the load that they need and process the test metrics for them in an intuitive, explorable way. Last fall, we ran a series of massive tests from our Grafana k6 infrastructure. Feb 13 VISUALIZE REAL-TIME MOBILE APP DATA WITH THE EMBRACE DATA SOURCE PLUGIN FOR GRAFANA Chakshu Mehta is a principal product marketer at Embrace, helping to build and execute on go-to-market strategy for their category-defining mobile observability and monitoring solution. She has a decade of experience creating launch and messaging strategy for various B2B startups and enterprise solutions across industries including sales tech, application security and DevOps. Customers choose Embrace to help mobile development teams build fantastic mobile app experiences. Embrace provides best-in-class mobile insights that help users prioritize, understand, and resolve issues. Feb 10 WATCH: HOW TO PAIR GRAFANA FARO AND GRAFANA K6 FOR FRONTEND OBSERVABILITY Grafana Faro and xk6-browser are both new tools within the Grafana Labs open source ecosystem, but the pairing is already showing a lot of potential in terms of frontend monitoring and performance testing. Faro, which was announced last November, includes a highly configurable SDK that instruments web apps to capture observability signals that can then be correlated with backend and infrastructure data. The xk6-browser, which was released in November 2021, uses browser-level APIs to collect frontend performance metrics for Grafana k6 tests. Feb 09 HOW WE REDUCED FLAKY TESTS USING GRAFANA, PROMETHEUS, GRAFANA LOKI, AND DRONE CI Flaky tests are a problem that are found in almost every codebase. By definition, a flaky test is a test that both succeeds and fails without any changes to the code. For example, a flaky test may pass when someone runs it locally, but then fails on continuous integration (CI). Another example is that a flaky test may pass on CI, but when someone pushes a commit that hasn’t touched anything related to the flaky test, the test then fails.