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Grafana

How to automate image analysis with the ChatGPT vision API and Grafana Cloud Metrics

OpenAI’s ChatGPT has an extraordinary ability to process natural language, reason about a user’s prompts, and generate human-like conversation in response. However, as the saying goes, “a picture is worth a thousand words” — and perhaps an even more significant achievement is ChatGPT’s ability to understand and answer questions about images.

CI/CD observability: Extracting DORA metrics from a CD pipeline

Last November, Dimitris and Giordano Ricci wrote a blog post about CI/CD observability that looked into ways to extract traces and metrics in order to get a better understanding of possible issues inside a CI/CD system. That post focused on getting data from a continuous integration (CI) system, and it really resonated with the community.

How to surface trends and make sense of your data with Grafana

There is a Polish proverb: “Co za dużo to niezdrowo,” which more or less translates to “Enough is as good as a feast.” (Or, translated verbatim: “Too much of something can be unhealthy.”) Sometimes this is true for data as well. At Grafana Labs, we’re always introducing products and features that help you make sense of that abundance of data, either by efficient visualizations, adaptive observability, or apps dedicated to specific workflows and use cases.

How to validate Sigma rules with GitHub Actions for improved security monitoring

Monitoring your identity provider’s logs is critical to identify potential security threats. These logs are vital for a security team, who may store them in a specialized tool like Grafana Loki for enhanced accessibility and analysis. The ability to pinpoint specific patterns within these logs is key — and by crafting these patterns into Loki queries, you can conduct focused searches across logs.

Deep Dive - Time Series Panel Visualizations: What Are They? How to Get Started? | Grafana

In this video, Grafana Developer Advocate Leandro Melendez describes Time series visualizations, the default and primary way to visualize time series data as a graph. They can render series as lines, points, or bars. They’re versatile enough to display almost any time-series data. — Found this video useful? Be sure to give it a thumbs up and subscribe to our channel for more helpful Grafana tutorial videos.

How shipping/third-party logistics companies reduce MTTR and increase uptime with the Grafana LGTM Stack

These days, everything can be tracked: transportation, deliveries, food orders. . . For consumers, knowing the location of a package or courier is a bonus, but for companies in the business of shipping, delivering, and third-party logistics, it’s a necessity. And so is having the right observability system to ensure everything gets where it needs to go. After all, errors, downtime, or anything that causes delays will end up delivering unhappy customers and lost revenue.

How to use HTTP APIs to send metrics and logs to Grafana Cloud

Integrating monitoring and logging into your application stack is crucial for maintaining performance, enhancing security, and streamlining troubleshooting. Grafana Cloud offers a robust solution for monitoring your applications by collecting metrics and logs using an agent, such as Grafana Agent, but there are many environments where this isn’t feasible.

OpenTelemetry distributed tracing with eBPF: What's new in Grafana Beyla 1.3

Grafana Beyla, an open source eBPF auto-instrumentation tool, has been able to produce OpenTelemetry trace spans since we introduced the project. However, the traces produced by the initial versions of Grafana Beyla were single span OpenTelemetry traces, which means the trace context information was limited to a single service view. Beyla was able to ingest TraceID information passed to the instrumented service, but was unable to propagate it upstream to other services.

Grafana Cloud updates: cool visualizations, log monitoring made easier, simplified alert routing

We are consistently releasing helpful updates and fun features in Grafana Cloud, our fully managed observability platform powered by the open source Grafana LGTM Stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics). In case you missed it, here’s a roundup of the latest and greatest upgrades for Grafana Cloud this month. If you’re not a Grafana Cloud user, what are we waiting for?