Grafana & Dashboards
20 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.
Mastering Real-World Load Testing with Grafana Cloud k6
Load testing is crucial for ensuring your application can handle real user traffic. By leveraging production telemetry, you can create meaningful tests that reflect actual usage patterns. Discover how to configure Grafana Cloud k6 to simulate realistic loads and measure performance accurately.
- →Leverage production telemetry to shape your load tests for more accurate results.
- →Use the 'ramping-arrival-rate' executor to simulate realistic user traffic patterns.
Unlocking Root Cause Analysis with Grafana Assistant Investigations
Grafana Assistant Investigations revolutionizes how you identify and remediate issues in your observability stack. This highly tuned background agent can analyze metrics, logs, and traces to spot improvements automatically. Dive in to learn how to leverage its automation capabilities effectively.
- →Leverage Assistant Investigations to automate root cause analysis in your observability stack.
- →Build skills that capture specific criteria for AI-assisted investigations.
Automate Your Grafana Tasks: Save Time with Grafana Assistant
Tired of repetitive tasks in Grafana? The new automation feature in Grafana Assistant lets you schedule regular tasks, freeing you to focus on what really matters. With a simple setup, you can streamline your workflows and improve efficiency.
- →Define what to run using a prompt or skill invoked with a slash command.
- →Schedule automations for regular intervals or leave them as manual-only.
Transforming Natural Language into Performance Tests with Grafana Assistant
Tired of writing performance test scripts from scratch? Grafana Assistant now lets you generate production-ready k6 scripts using simple natural language. Just describe your test, and watch it create a structured JavaScript script complete with checks and thresholds.
- →Leverage Grafana Assistant to convert natural language into k6 test scripts.
- →Utilize structured JavaScript output that includes checks and thresholds.
Mastering Alerting Changes in Kubernetes Monitoring
Kubernetes monitoring is evolving, and so is the way we handle alerts. With Grafana-managed alerts taking center stage, understanding this shift is crucial for maintaining effective observability. Discover how this impacts your alerting strategy and what you need to watch out for.
- →Understand the shift to Grafana-managed alerts for improved notification handling.
- →Recognize that uninstalling and reinstalling the app can disrupt your alert configuration.
Unlocking GrafanaCON 2026: On-Demand Sessions and Key Upgrades
GrafanaCON 2026 has just made on-demand sessions available, showcasing significant advancements in observability tools. Notably, Grafana 13 introduces major upgrades to dashboard authoring and operations that can transform your monitoring strategy.
- →Explore Grafana 13 for enhanced dashboard authoring and operational capabilities.
- →Utilize k6 2.0 to integrate AI-driven coding into your performance testing.
Securing CI/CD Pipelines: Lessons from the TanStack npm Ransomware Incident
The TanStack npm supply chain attack exposed vulnerabilities in CI/CD pipelines, prompting Grafana Labs to take decisive action. They rotated a significant number of GitHub workflow tokens to mitigate the impact. This incident highlights critical security measures every team should implement.
- →Rotate GitHub workflow tokens regularly to mitigate risks.
- →Implement enhanced monitoring to detect anomalies in CI/CD processes.
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