Grafana & Dashboards
17 articles from official documentation
Grafana Assistant: Your Infrastructure's AI-Powered Observability Ally
Grafana Assistant transforms how you manage observability by learning your infrastructure before you even ask. It builds a persistent knowledge base by automatically discovering and documenting your services, metrics, and dependencies. This means faster fixes and less context sharing among team members.
- →Utilize Grafana Assistant to automatically build a knowledge base of your infrastructure.
- →Leverage semantic search for rapid information retrieval about services and metrics.
Grafana Alert Enrichment: Elevate Your Incident Response
In a world where every second counts, Grafana's alert enrichment feature transforms alerts into actionable insights. By adding contextual information, such as AI-generated explanations and related logs, you can respond faster and more effectively.
- →Utilize alert enrichment to attach contextual information to alerts.
- →Leverage AI-powered explanations for quick understanding of alert causes.
Benchmarking AI Agents for Observability Workflows with o11y-bench
In the evolving landscape of observability, o11y-bench emerges as a critical tool for evaluating AI agents. It runs agents against a real Grafana stack, providing a structured way to assess their performance on observability tasks.
- →Run agents against a real Grafana stack to simulate observability workflows.
- →Use Pass^3 to measure consistency across three benchmark runs.
Mastering Cloud Provider Observability in Grafana Cloud
Unlock the power of Cloud Provider Observability in Grafana Cloud to tailor your monitoring experience. Dive into customizing preconfigured views for AWS, Azure, and Google Cloud, and learn how to leverage AI-generated dashboards effectively.
- →Customize preconfigured views for AWS, Azure, and Google Cloud directly from the 'Services' tab.
- →Utilize AI-generated dashboards to save time and ensure accuracy in your metrics.
Unlock Terminal Observability with the gcx CLI Tool
Tired of switching contexts to monitor your systems? The gcx CLI tool integrates Grafana Cloud directly into your terminal, allowing you to manage observability seamlessly. With commands like `gcx skills install --all`, you can streamline your workflow and enhance your monitoring capabilities.
- →Leverage gcx for seamless terminal integration with Grafana Cloud.
- →Use `gcx skills install --all` to quickly set up observability tools.
Unlocking Grafana 13: Speed Up Data Insights and Scale Operations
Grafana 13 is a game changer for teams looking to streamline their observability practices. With features like suggested dashboards and saved queries, you can reduce redundancy and enhance collaboration. Dive in to discover how these improvements can transform your data management.
- →Utilize suggested dashboards to quickly find relevant resources for your data source.
- →Leverage saved queries to reduce redundancy and speed up team onboarding.
Mastering AI Observability in Grafana Cloud
AI Observability is crucial for understanding your AI systems' performance and issues. With OpenTelemetry compatibility, it seamlessly integrates into your existing setups, capturing vital metrics like latency and cost signals. Dive in to learn how to leverage this powerful tool effectively.
- →Understand AI Observability as a solution for monitoring AI systems.
- →Leverage OpenTelemetry compatibility for easy integration into existing setups.
Accelerate Database Troubleshooting with Grafana Assistant
Struggling with database performance issues? The new Grafana Assistant integration for Database Observability simplifies troubleshooting by synthesizing data from Prometheus and Loki. It provides insights into SQL queries, including P99 latency and wait events.
- →Utilize the Grafana Assistant to synthesize data from Prometheus and Loki for faster troubleshooting.
- →Monitor RED metrics to gain visibility into SQL queries and their performance.
GrafanaCON 2026: Unpacking the Latest Innovations from Grafana Labs
GrafanaCON 2026 has unveiled groundbreaking features that can transform your observability strategy. With Grafana 13 and the AI-powered Grafana Assistant, you can now harness your data like never before. Dive into the details to see how these updates can streamline your workflows.
- →Leverage Grafana 13 to speed up data insights.
- →Utilize the Grafana Assistant for real-time telemetry analysis.
Unlocking GrafanaCON 2026: What You Need to Know
GrafanaCON 2026 in Barcelona is the must-attend event for anyone serious about observability. Experience hands-on labs led by Grafana Labs engineers and witness the Golden Grot Awards showcasing the best dashboards. Don’t miss out on this opportunity to elevate your Grafana skills.
- →Attend hands-on labs to gain practical experience with Grafana.
- →Explore the Golden Grot Awards to see top dashboard designs.
Harnessing Grafana Assistant: Customizing Your AI Agent for Observability
Unlock the full potential of Grafana Assistant to streamline your observability efforts. With features like auto-approve for tool calls and multi-step investigations, this AI agent can transform how you interact with your data.
- →Utilize Assistant skills to provide context and specialized knowledge to the AI agent.
- →Leverage the auto-approve feature to streamline tool calls and runbook creation.
Unlocking Potential: The Grafana Marketplace Revolution
The Grafana Marketplace is a game changer for developers looking to monetize their plugins. It allows independent software vendors and developers to distribute a variety of plugin types, from data sources to visualization panels. Dive in to understand how this platform can enhance your Grafana experience.
- →Explore the Grafana Marketplace for diverse plugin types, including data sources and visualization panels.
- →Leverage the Founding Partner Program to support and grow your plugin development efforts.
Instantly Monitor Databricks Workloads with Grafana Cloud
Gain immediate visibility into your Databricks workloads using Grafana Cloud. This integration pulls metrics directly from your Databricks workspaces, eliminating the need for custom exporters or manual dashboard creation.
- →Utilize the databricks-prometheus-exporter to connect Grafana Cloud with your Databricks workspace.
- →Configure your workspace URL and SQL warehouse for effective metric querying.
Secrets Management in Grafana Cloud k6: Secure Your Performance Tests
Secure performance testing is critical, especially when sensitive data is involved. Grafana Cloud k6 introduces secrets management, allowing you to store sensitive values securely and inject them into your tests at runtime. This keeps your scripts clean and avoids accidental leaks.
- →Utilize secrets management to securely store sensitive values in your load tests.
- →Remember that secret values are write-only in the UI; they cannot be read back after creation.
Mastering Data Sources in Grafana: The Key to Effective Observability
Data sources are the backbone of Grafana, enabling you to visualize metrics, logs, and traces from various backends. Understanding how to configure and utilize these data sources effectively can elevate your observability game. Dive in to learn about the query editor and mixed data sources that allow for powerful visualizations.
- →Understand that a data source connects Grafana to various storage backends like Prometheus and Loki.
- →Utilize the query editor to create custom queries tailored to your data source's structure.
Mastering Grafana Panels and Visualizations for Effective Observability
Grafana panels are the backbone of your dashboards, enabling you to visualize data in meaningful ways. With a variety of formatting options, you can tailor how your data is presented based on your specific needs. Dive in to learn how to leverage these features for better observability.
- →Understand that panels are the fundamental components of Grafana dashboards, integrating queries and visualizations.
- →Utilize a variety of formatting options to enhance data presentation, including color coding based on field values.
Grafana Dashboards: Best Practices for Effective Observability
Grafana dashboards are critical for effective observability, but poorly designed dashboards can lead to confusion and missed insights. Implementing the USE and RED methods can drastically improve your monitoring strategy. Dive in to learn how to elevate your dashboard game.
- →Implement the USE method to track resource utilization, saturation, and errors.
- →Utilize the RED method to measure request rates, error counts, and request durations.
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