Grafana observability as code. Here’s a closer look at how they work.

Grafana observability as code. This enables you to review code, reuse it, and create better workflows. The dashboard provides: Jan 13, 2022 · Learn how the new Sentry data source for Grafana can help development teams visualize their software health with key business metrics in a single view. Discover how Prudential Services Singapore (PSS) leverages Grafana Cloud and “Grafana as Code” to drive value creation, enhance customer experience, and ensure operational consistency across Asia and Africa—while still allowing flexible tooling for local business units. Join Richard ‘RichiH’ Hartmann from the Grafana Labs Office of the CTO for the kickoff of ObservabilityCON on the Road Berlin. Why we need observability Observability is crucial for managing current technology due to: May 18, 2025 · Now meet its cooler, dashboard-savvy cousin: Observability as Code (OaC). Observability is based on exploring properties and patterns not defined in advance. It comes with useful dashboards that show RED metrics (requests rate, errors, duration) as a starting point to troubleshoot errors and performance issues, eventually drilling down into other telemetry data (for example logs and Jul 4, 2025 · Observability Practices with a Real-World Example Observability is essential for understanding how our applications behave in production. Grafana Faro is an open source tool for monitoring web application performance, discovering frontend errors, and performing real user monitoring (RUM). You can use it to manage dashboards, data sources, Prometheus rules, and Synthetic monitoring. Apr 23, 2025 · Introducing Grafana Faro At Grafana Labs, we offer a comprehensive frontend observability solution with two key components: Grafana Faro: An open source web SDK for collecting and sending frontend performance metrics. It consists of a data layer Oct 22, 2024 · From complex queries to queryless explorations, everyone—from beginners to experts—can get value out of their telemetry data and realize the full potential of observability with Grafana. NET components, optimized for Grafana Cloud Application Observability. This course, boasting a 4. Aug 26, 2021 · The exploitation of code quality software such as sonarqube has enhance development experience and improved developer code quality delivery. In this article, you’ll learn how to integrate OpenTelemetry tracing into a Java (Spring Boot) application, send traces to Jaeger or Grafana Tempo, and dramatically improve your Instrument frontend web applications to capture observability signals and visualize the real-time performance of your application, and correlate with backend, infrastructure data for full-stack observability. It includes a highly configurable web SDK that instruments browser frontend applications to capture observability signals, so you can monitor web application performance, discover frontend errors, and perform real user monitoring (RUM) while respecting their privacy. Observability as Code provides more control over configuration. What You’ll Learn: 📌 Automating Observability Infrastructure with Terraform Why Terraform is preferred over APIs for automation Managing observability infrastructure as code 📌 Provisioning Dashboards & Alerts Installation guide for Grafana CLI, a command line tool for managing Grafana Observability as Code A reference for the JSON variables schema used with Observability as Code. Grizzly (deprecated) Warning Grizzly has been removed. Grafana Faro Grafana Faro is a project for frontend application observability. This definitaion somewhat summarizes what Observability means. May 14, 2025 · Grafana, an open-source cloud-native observability platform designed for visualizing metrics, logs, and traces collected from various applications, widely adopted in DevOps circles, announced the general availability of version 12. More about how to do this in Azure. The open and composable observability and data visualization platform. Enhance version control: Track changes seamlessly using standard Learn how to automatically generate and deploy Grafana dashboards as code with GitHub Actions. Git sync—which is an experimental feature i This repository contains a demo application that showcases AI observability using OpenLIT, OpenAI, and ChromaDB. Oct 11, 2024 · Jump in and learn the ins-and-outs of the Grafana LGTM stack and Tracetest to get end-to-end observability and testing. Join Grafana Labs Chief Technology Officer Tom Wilkie for the kickoff of ObservabilityCON on the Road London. May 10, 2024 · From agent installations and synthetic checks to Grafana k6 performance testing, notification policies, contact points, and alerts into modular, code-based components, the team is crafting a Sep 20, 2022 · Terraform provider support for Grafana Alerting makes it easy to create, manage, and maintain your entire Grafana Alerting stack as code. Recommended setup 📢 Registration + agenda now live Explore the latest Grafana Cloud and AI solutions, learn tips & tricks from demos and hands-on workshops, and get actionable advice to advance your observability strategy. Jul 1, 2022 · In this episode of “Grafana’s Big Tent” dedicated to discussing — and debating — the idea of observability, hosts Mat Ryer, Matt Toback, and Tom Wilkie talk about traditional and non-traditional definitions of observability, evaluate observability methodologies, and share best practices for monitoring and alerting on SLOs. However stakeholder have become more demanding about This is part 2 of the Grafana 12 Observability as Code Foundation SDK video. May 7, 2025 · With the latest major release, Grafana introduces new tools that help bring together teams into a unified observability platform, which you can then customize to your organization's workflows and use cases. In today’s fast-paced, data-intensive software environments, both DevOps engineers and AI teams need powerful, real-time observability tools that go beyond basic metric plotting. To vote for a link, click the triangle icon next to the name of the link. Alloy provides stability, support, and an integrated experience with Grafana Application Observability and other Grafana products. Instrument a PHP application If you need process-level telemetry for PHP, follow this guide to set up the upstream OpenTelemetry SDK for PHP for Application Observability. In this course, you'll learn how to automate observability workflows using Terraform to manage stacks, dashboards, and alerts without relying on manual API interactions. This template is source control maintained and any changes to the dashboards can be reviewed. Grafana dashboard can also be configured as code which eventually can be source-controlled to be May 8, 2025 · Grafana 12 adds new observability as code features that will allow developers to version, validate, and deploy dashboards using code. For production observability, Grafana Labs recommends Grafana Alloy, an OpenTelemetry Collector distribution that packages upstream OpenTelemetry Collector components and Prometheus exporters. Learn how it aids system monitoring and performance in modern IT environments. Jan 14, 2025 · Application Observability is the solution provided by Grafana Cloud to get value from the OpenTelemetry instrumentation (manual or automatic) of your application. Browse to http://localhost:3000. Provision Grafana Cloud with infrastructure as code With Grafana Cloud, you can create dashboards via configuration files in source code. Finally Manage Frontend Observability in Grafana Cloud with Terraform Learn how to use Terraform to manage Grafana Frontend Observability resources, such as your applications. ” “Master Grafana for Observability: Build Dashboards, Monitor Systems, and Automate Alerts Like a Pro!” Grafana is the go-to open-source platform for visualizing, monitoring, and analyzing metrics across diverse data sources. Enhance version control: Track changes seamlessly using standard Git Sync lets you manage Grafana dashboards as code by storing dashboards JSON files and folders in a remote GitHub repository. It helps you collect metrics, logs, traces, and profiles from your applications while protecting you from vendor lock-in and ensuring data portability across different observability platforms. Learn how to visualize and analyze OpenTelemetry data with the Grafana ecosystem and Grafana Cloud Application Observability. What is observability? Observability is the process of making a system’s internal state more transparent. Get started with Observability as Code by exploring the documentation, libraries, and tools available for as-code practices. Grafana provides a suite of tools for Observability as Code to help you manage your Grafana resources programmatically and at scale. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more. Grafana Labs supports OpenTelemetry as a core part of our Jul 25, 2025 · The link appears in the list under the Grafana News heading. Understanding Data Observability with Grafana This article delves into the concept of data observability using Grafana, exploring its importance, features, and integrations. Before you begin Before you begin, you should have the following available: A Aug 8, 2025 · In the age of microservices and cloud-native systems, debugging with logs alone is like navigating a maze with a flashlight—you only see a piece of the puzzle. This approach lets you define dashboards, data sources, and other configurations in code, enabling version control, automated testing, and reliable deployments through CI/CD pipelines. Explore the biggest updates in Grafana 12, from Git-backed dashboards and observability as code to dynamic layouts, SQL expressions, and new admin tools. Use the Grafana CLI instead. Observability, AI, testing, and Incident Response Management (IRM) Comprehensive documentation that covers the entire lifecycle, from testing and instrumentation to AI-powered observability and incident response management, aimed to help you minimize mean time to resolution. 6-star rating from 24 reviews and with 2,198 enrolled students, provides comprehensive training in No-Code Development. Common observability strategies When you 10 Automation with Infrastructure as Code This chapter will explore how to use Infrastructure as Code (IaC) tools to automate the management of the various components of the Grafana observability platform. It’s not just about pretty dashboards anymore—it’s about making observability automated, codified, and deeply integrated into the way teams build and operate software. Use open-source observability tools like Grafana, Tempo, and Prometheus. Here’s a closer look at how they work. In this guide, we’ll provide a simple step-by-step tutorial of how to light up Application Observability and the Explore apps by way of the OpenTelemetry Operator and your Kubernetes cluster. Distributed tracing offers a complete map. Observability as Code lets you apply code management best practices to your observability resources. We’ll start by creating an “observability” subfolder under the sample application. It offers an insight on what a modern observability stack looks like and experience what it's like to pivot among different types of observability data. Get the latest news about the scalability and performance of the open source telemetry backends that make up the Grafana LGTM Stack: Grafana Mimir for Prometheus metrics, Grafana Loki for logs, and Grafana Tempo for traces. e. Git Sync in Grafana lets you manage dashboards as code. The New Stack (TNS) is a simple three-tier demo application, fully instrumented with the 3 pillars of observability: metrics, logs, and traces. As a comprehensive observability solution, Grafana Faro helps engineers Instrument a JVM application The Grafana OpenTelemetry distribution for Java provides a pre-configured and pre-packaged bundle of OpenTelemetry Java components, optimized for Grafana Cloud Application Observability. Learn about the latest features and AI/ML developments in the Grafana LGTM Stack and Grafana Cloud that make it easier and faster for you to identify and resolve issues and get value from your observability practice. By the end of this blog, you will, * Understand why Grafana May 15, 2025 · In short: observability as code turns Grafana into an actual DevOps tool, not just a visualization layer. The main novelty – Grafana 12 formalizes the shift towards “observability as code. No more adding agents, redeployment, or tedious code Jun 21, 2024 · Start and configure the Grafana Alloy container The Grafana Alloy container will act as our observability “router,” collecting and aggregating our observability data before transmitting it to the Grafana Cloud instance and Digma. It outlines effective observability strategies across logs, metrics, and traces to help teams detect issues earlier and optimize system reliability. Header Like other Application Observability pages, the service overview page has a header with a title, sub-tabs to navigate to, an action bar to change the data source and time-related filters and refresh intervals, and an environment selector. Jun 30, 2025 · Modern . Systems are made observable by the data they produce, which in turn helps you to determine if your infrastructure or application is healthy and functioning normally. Git sync is a new feature that provides you with the power of Git version control right in your Grafana instance. This project is ideal if you want to: Gain insights into your FastAPI application’s performance. - Grafana Labs A reference for the JSON dashboard schemas used with Observability as Code, including the experimental V2 schema. This page explains how to use Git Sync with a GitHub repository. By writing your dashboards as code, you can: Leverage strong typing: Catch errors at compile time, ensuring more reliable configurations. Set up distributed tracing for better observability in a microservices architecture. NET provides a pre-configured and pre-packaged bundle of OpenTelemetry . They get edited directly in production without proper tracking. As of now Instrument a . With the Foundation SDK, you can manipulate Grafana resources in multiple languages. Dec 12, 2020 · Grafana users, who already thought of the goodies in managing it as a code but not yet have the comprehensive solution in the had. With the GPU Observability data now being collected and sent to Grafana Cloud, the next step is to visualize and analyze this data to get insights into your GPU utilization, performance, and identify areas of improvement. To set up Git Sync, you need to: Enable feature toggles in Grafana (first Jun 24, 2025 · Using code to manage your AWS Observability app in Grafana Cloud just makes things much smoother and more dependable as you grow, and in this blog we'll show you how to do just that. May 9, 2025 · Grafana Labs launched the newest model of its flagship platform throughout GrafanaCON in Seattle, together with another firm bulletins. Then correlate logs with traces and metrics from the application. Grafana Application Observability Guide This guide provides actionable best practices for monitoring application performance in Grafana Cloud. To find out how to assess your instrumentation completeness and get recommendations on how to get more value out of Application Observability, refer to the instrumentation quality documentation. Mar 17, 2025 · OpenTelemetry and Grafana 11 together create a powerful observability stack that addresses these challenges directly. Using Observability as Code, you can version, automate, and scale Grafana configurations, including dashboards and observability workflows. The application makes API calls to OpenAI and performs vector database operations while being monitored by OpenLIT Oct 17, 2024 · Grafana Cloud Application Observability allows SREs, developers, and operators to quickly pinpoint issues in large distributed systems. Sep 4, 2025 · Learn how to leverage code-based instrumentation and Grafana to gain deeper application and business insights, enabling data-driven decision-making. Grizzly is a command line tool that allows you to manage your observability resources with code. 2 custom dashboards for application monitoring. NET library to instrument a . OpenTelemetry OSS is a collection of tools, APIs, and SDKs to instrument, generate, collect, and export telemetry data in order to analyze software performance and behavior. It enables developers to monitor Overview of Grafana CLI, a command line tool for managing Grafana resources as code. One other new characteristic is Dynamic Dashboards, which […] A reference for the JSON variables schema used with Observability as Code. By representing Grafana resources as code, you can integrate them into existing infrastructure-as-code workflows and apply standard development practices. This allows developers and operations teams to monitor and debug frontend applications from a unified, end-to-end perspective. Sep 8, 2025 · Infrastructure and application code have version control, but Grafana dashboards often don’t. New features include May 28, 2025 · Grafana 12 represents a monumental step toward modern, scalable, and collaborative observability. For your software system to be observable, the telemetry collected and how its process helps diagnose and investigate better Nov 3, 2022 · This article shows how to configure observability for Spring Boot application with Micrometer and intergrate them with Grafana Stack. Register now and get 50% off - limited tickets available (while they last!). Feb 1, 2025 · Integrating Grafana Observability Stack into a Spring Boot Application: A Comprehensive Guide Observability is the cornerstone of modern software development. What else could you ask for? The OpenTelemetry Operator aims to fulfill such a dream for Kubernetes environments by using a set of well Observability for your Supabase project, using Prometheus/Grafana, collecting ~200 metrics at a granularity of 1 minute: For more information, see our documentation ⚠️ Note that this repository is an example and is not intended for production use. Alloy packages upstream OpenTelemetry Collector components and Prometheus exporters to deliver stability, support, and seamless integration with Grafana Application Observability and other Grafana products. Learn how to utilise the Errors Page to identify issues with your application and effectively reduce their resolve time. What is Observability Grafana is an open-source analytics and monitoring platform that lets you visualize and query metrics, logs, and traces from various data sources. We will dig deep into what are these different Compose dashboards from code and manage changes without managing complex JSON or using Grafana UI. ” That means treating dashboards and monitoring configurations much like software code – versioned, reviewed, and deployed via familiar tools. From agent installations and synthetic checks to Grafana k6 performance testing, notification policies, contact points, and alerts into modular, code-based components, the team is crafting a cutting-edge observability solution powered by Aug 15, 2025 · With Deno and Grafana Cloud, you can achieve deep insights into your JavaScript project without having to manually instrument code or deploy a third-party agent. Nov 14, 2024 · Discover how Grafana Beyla, powered by eBPF, brings no-code observability to your applications, revolutionizing how you manage applications. This guide shows you how to implement full stack monitoring using OpenTelemetry for data collection and Grafana 11 for visualization. As of April 2022, that means metrics, logs, traces, and Leveraging Terraform alongside Grafana, Kubernetes, and Helm providers, the SRE team at LiveRamp has transformed every aspect of their operational toolkit. May 6, 2025 · Learn best practices for building dashboards from code and build your own pipeline to deploy them into a Grafana instance. Application Observability is our take at combining the best observability technologies into a seamless package: May 10, 2024 · In this blog let’s see how we can setup centralized logging using Grafana observability stack, which includes Grafana, Loki and Promtail. Join us for ObservabilityCON, Grafana Labs' flagship observability event, 7-9 October in London. Building on that, this post explores key considerations for enabling observability in AWS Lambda using Grafana Cloud Application Observability, our solution to monitor applications and minimize mean time to resolution. NET application The Grafana OpenTelemetry distribution for . 📢 Registration + agenda now live Explore the latest Grafana Cloud and AI solutions, learn tips & tricks from demos and hands-on workshops, and get actionable advice to advance your observability strategy. May 8, 2025 · According to the company, Grafana 12 adds new observability as code features that will allow developers to version, validate, and deploy dashboards using code, reducing manual processes. This section provides information about best practices for intermediate Grafana administrators and users about how to build and maintain Grafana dashboards. - GitHub - grafana/grafana: The open and composable observability and data visualization platform. Authored by Grafana’s Professional Services team. Automation can be built for enabling the dashboard. Read the Using Grafana Cloud Hosted Observability section below to use this environment instead. , auto-instrumentation) is not new, and it’s extremely compelling: run a single command in your cluster and suddenly application telemetry starts arriving at your observability backend. Because your dashboard JSON files are stored in GitHub, you and your team can version control, collaborate, and automate deployments efficiently. May 25, 2025 · Learn to build Grafana 11. It is no longer deployed, enhanced, or supported. In this article, you’ll learn how to integrate OpenTelemetry tracing into a Java (Spring Boot) application, send traces to Jaeger or Grafana Tempo, and dramatically improve your . Several new key features are now generally available, including Git Sync Get started with the Grafana Foundation SDK The Grafana Foundation SDK is a set of tools, types, and libraries that let you define Grafana dashboards and resources using strongly typed code. Aug 13, 2024 · Each year, observability enthusiasts and experts come together for ObservabilityCON, our flagship open source observability conference that showcases the latest updates to the Grafana LGTM Stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics) as well as deep-dive demos, workshops, and user success stories. Grafana Cloud Frontend Observability: A fully managed, end-to-end solution for real-user monitoring in Grafana Cloud. Aug 26, 2025 · Learn how to deploy Azure IoT Operations observability resources, configure Prometheus metrics, and set up Grafana dashboards to monitor your industrial IoT solution effectively. In keeping with the corporate, Grafana 12 provides new observability as code options that can permit builders to model, validate, and deploy dashboards utilizing code, lowering handbook processes. Dec 3, 2024 · Topics tagged observabilityGrafana Labs Community Forumsobservability Jul 24, 2025 · This tutorial guides users through exporting Puppet infrastructure data using the Observability Data Connector, integrating it with Prometheus, and visualizing it in Grafana. May 21, 2025 · Grafana 12 introduces a suite of observability as code tools that help you automate observability workflows. Sep 9, 2023 · In this blog post - **Spring Boot 3 Observability with Grafana Stack**, we will learn how to implement Observability in our Spring Boot applications using Grafana Stack which comprises **Grafana, Loki, and Tempo**. Overview OpenTelemetry is an open-source observability framework that provides vendor-neutral instrumentation libraries, APIs, and tools. Learn how Grafana fits into the observability ecosystem by exploring key concepts like monitoring, logging, and tracing, and discover how it integrates with data sources to provide real-time insights. 0 web API, to offload traces to Tempo and logs to Loki in Grafana Cloud. Pac Apr 15, 2025 · In a previous article, I provided a quick, practical guide for sending AWS Lambda traces to Grafana Cloud using OpenTelemetry. These features allow you to version, validate, and deploy dashboards like any other code base in your organizations, reducing manual processes and increasing consistency across teams. This article has not a single line of code in it. Grafana 12 is packed with major upgrades—from writing observability as code with the Foundation SDK to syncing changes via Git and building dynamic, responsive layouts. Open Grafana Grafana is an open source platform for monitoring and observability that lets you visualize and explore the state of your systems. NET 5. Monitor, control, and visualize your Kubernetes and cloud platforms using the LGTM stack Un-instrumented services display limited metrics, from what the plugin is able to discover. Get started with the Grafana Foundation SDK The Grafana Foundation SDK is a set of tools, types, and libraries that let you define Grafana dashboards and resources using strongly typed code. For production observability, use Grafana Alloy, an OpenTelemetry Collector distribution from Grafana Labs. For more information about the different kinds of dashboards you can create, refer to Grafana dashboards: A complete guide to all the different types you can build. Jun 17, 2025 · The Claude Code Observability Stack solves that by turning hidden costs and performance quirks into clear Grafana dashboards—vendor-neutral, open source, and deployable in minutes. It provides practical steps for setting up Grafana for data observability and includes a Python code example to help you get started. Alternatively, you can configure a local file system instead of using GitHub. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch Dec 6, 2022 · Learn about some as code tools you can use to declaratively manage Grafana resources and find out how to incorporate them into your own use cases. Unlock your potential with a coupon code for the " Grafana Masterclass: Observability, Monitoring, Alerts " course by TechLink Selenium | DevOps | GenAI on Udemy. The Grafana ecosystem has evolved into a full-stack observability solution with Mar 27, 2025 · Collectors, or agents, play an important role in an observability strategy, allowing you to completely decouple an application from your storage backend. What is Grafana Faro? Grafana Faro is an integral part of the Grafana Labs ecosystem that focuses on collecting frontend telemetry data, such as browser performance metrics, logs, and traces. This is the code repository for Observability with Grafana, published by Packt. Aug 8, 2025 · In the age of microservices and cloud-native systems, debugging with logs alone is like navigating a maze with a flashlight—you only see a piece of the puzzle. Feb 20, 2024 · Grafana Cloud Application Observability is an out-of-the box solution to monitor applications and minimize MTTR (mean time to resolution). The TNS app is an example three-tier web app built by Weaveworks. Using Grafana Cloud for Observability (Optional) You can swap out the local Observability Stack and instead use Grafana Cloud. Good observability allows teams to quickly identify bottlenecks, react to incidents, and maintain reliable systems. Feb 11, 2021 · OpenTelemetry is a CNCF project that standardizes observability (logs, metrics, and traces) across many languages and tools. May 8, 2025 · One big theme in Grafana 12 is “observability as code. Set up your account and follow along! Getting started First let’s Grafana Cloud Synthetic Monitoring simulates user behavior and periodically checks critical workflows in production, all without any server-side code instrumentation. Aug 23, 2024 · Understand what Observability as Code is, and why you need it. A reference for the JSON links schema used with Observability as Code. NET observability combines the power of dotnet-counters and dotnet-trace for on-the-fly insights, the richness of the OpenTelemetry SDK for structured metrics and traces, and the flexibility of Grafana, Prometheus, Jaeger/Tempo, and Loki/Seq for end-to-end visualization. You can configure various data sources — time series sources like Prometheus, databases, cloud providers, Loki, Tempo, Jaeger — and use or even combine them for your observability needs. Today we will look at how we can use the OpenTelemetry . Refer to Set up file provisioning for information. Documentation Grafana documentation Observability as Code Provision resources and sync dashboards Manage repositories Enterprise Open source Configuration guide for Grafana CLI, a command line tool for managing Grafana resources as code. Jul 16, 2024 · Learn the importance of observability, the challenges of traditional observability practices, and how to automate the setup with Observability as Code. Step-by-step guide with code examples and best practices for observability. Grafana 12 is bringing serious heat with its new approach to managing dashboards like proper software artifacts complete with Git integration, declarative configs, and actual version control. Open a new tab. It covers module installation, creating profile classes, classifying nodes, verifying data output, setting up Prometheus, connecting Grafana, building dashboards, and customizing metrics monitoring for scalable May 28, 2025 · Git Sync: Observability-as-Code Becomes a Reality One of the most revolutionary features in Grafana 12 is the introduction of Git Sync —a game-changer for teams wanting to manage Grafana dashboards and folders as code. Nov 3, 2022 · Learn how to use Grafana to configure observability for your Spring Boot applications. Git Sync in Grafana v12 (experimental) enables version control for dashboards while keeping the familiar UI-based editing. We will focus on Ansible, Terraform, and Helm, which allow teams to manage many aspects of their systems repeatably and automatically. Nov 14, 2023 · We're proud to announce the general availability of Grafana Beyla, the open source eBPF auto-instrumentation tool that helps you easily get started with application observability. Grafana Labs is behind leading open source projects Grafana and Loki, and the creator of the first open & composable observability platform. May 7, 2025 · The new observability as code features and tools in Grafana 12 allow you to version, validate, and deploy dashboards like any other code base in your organizations, reducing manual processes and increasing consistency across your team. Grafana dashboard best practices This section provides information about best practices for intermediate Grafana administrators and users about how to build and maintain Grafana dashboards. Learn about our newest OSS database, Grafana Pyroscope for continuous profiling, which provides insights into resource usage and latency down to the code level. Set up and configure Grafana Alloy Once your application is instrumented, set up Grafana Alloy to send the telemetry data to Grafana Cloud. Apr 26, 2022 · More specifically, we will: Use OpenTelemetry to instrument a simple Spring Boot application, Hello Observability, and ship the traces to Grafana Cloud using Grafana Agent. Automatically log every request to the application, and ship these logs to Grafana Cloud using Grafana Agent. Widely known for its flexibility, Grafana allows users to build customizable dashboards, set up alerts, and gain actionable insights into their system's performance. We strongly recommend that you setup metrics collection into your own observability stack, see the Metrics page in our documentation for Feb 17, 2024 · Observability Observability is tooling or a technical solution that allows teams to actively debug their system. Grafana, one of the most widely adopted open-source data visualization platforms, empowers engineering teams to build custom dashboards that provide instant, actionable insights from a variety of data sources Jul 31, 2025 · Learn to monitor Claude Code costs, tokens, and latency in 5 minutes using its native OpenTelemetry support with Grafana Cloud. Grafana Cloud now has a free plan. May 23, 2025 · Grafana Labs have launched Grafana 12, bringing significant updates to its visualisation and dashboarding platform. It involves collecting metrics, logs, and traces to detect issues, analyze trends, and optimize performance. Nov 20, 2023 · Learn why observability is critical to CI/CD and how we're addressing it internally at Grafana Labs, and get a sneak peek at our vision for something that could democratize CI/CD insights for Grafana users and beyond. A reference for the JSON annotations schema used with Observability as Code. This guide shows you how to create an access policy and a token for Frontend Observability so that you can connect to the Frontend Observability API. In this video, Tom Glenn provides an overview of using the Grafana Foundation SDK to generate and deploy a dashboard Improve operational efficiency, monitor your infrastructure, and analyze metrics, logs, and traces with Grafana, the leading open source tool for dashboards and visualizations. Apr 21, 2022 · Grafana is a web-based visualization tool for observability, and also part of a whole stack of related technologies, all based on open source. Navigate to the GPU Observability dashboard in your Grafana Cloud instance to start exploring. Jan 21, 2025 · The promise of observing your application without writing code (i. Git Sync allows users to mirror dashboard configurations to a Git repository directly from the Grafana UI. May 15, 2025 · Grafana 12 just leveled up observability as code and dashboards that think new features in grafana 12 that’ll make your monitoring setup feel like a superpower Introduction welcome to the … Examples of Observability as Code Dashboards as Code - Monitoring Dashboards can be created as JSON or XML templates. lwxowc fjajks kavch vstde edltvmx tiscjm pnccj lzxyms fkyq brockk