Going beyond AI chat response: How we're building an agentic system to drive Grafana
Learn how we're incorporating agentic systems into Grafana to help you get things done quicker and easier.
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Engineering posts
Technical articles, how-to guides, tips, and tricks from our R&D team
Featured engineering posts
Grafana 12 release: observability as code, dynamic dashboards, new Grafana Alerting tools, and more
With the latest major release, Grafana introduces new tools that help bring together teams into a unified observability platform, which you can then...
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Grafana 11.6 release: new data visualization features, LBAC for metrics data sources, alerting...
Grafana 11.6 includes a number of new dashboarding features, LBAC for metrics data sources, alerting updates, and more. Here’s a look at the...
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All engineering posts
How to monitor AI agent applications on Amazon Bedrock AgentCore with Grafana Cloud
Learn how to use OpenTelemetry and Grafana Cloud AI Observability to track your Amazon Bedrock AgentCore agents to debug production issues and...
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Monitor Temporal Workflows seamlessly: Introducing the Temporal Cloud integration for Grafana Cloud
The new Temporal Cloud integration for Grafana Cloud gives teams a simple way to visualize, monitor, and alert on the health of their Temporal...
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Breaking siloes: How to use cross-store correlations with Grafana
Learn how easy it is to start using correlations with third-party data in Grafana. Jump from a chart to logs or traces with one click—no copying and...
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Grafana Enterprise security update: critical severity security fix for CVE-2025-41115
Along with the release of Grafana Enterprise 12.3, we are releasing updated versions of Grafana Enterprise 12.2.1, 12.1.3 and 12.0.6, all of which...
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Azure Monitor offers Grafana dashboards natively for immediate, real-time operational monitoring
The Azure Monitor dashboards with Grafana service, now generally available, enables Azure users to create and edit Grafana dashboards directly within...
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How to pair Grafana Drilldown with Loki for faster logging insights
Whether you're new to Loki or highly proficient in LogQL, see how Grafana Drilldown can help accelerate troubleshooting and reduce MTTR for your...
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A tale of two incident responses: How our AI assistant found the root cause 3.5x faster
See how Grafana Assistant Investigations was able to find the cause of an incident in eight minutes, compared to the 28 minutes it took our on-call...
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Continuous profiling for native code: Understanding the what, why, and how
Learn how continuous profiling can offer deep visibility into the performance of a highly optimized codebase, as well as provide clear targets for...
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Understand, diagnose, and optimize SQL queries: Introducing Grafana Cloud Database Observability
Help your developers, SREs, and DBAs quickly assess how SQL queries are contributing to your system's performance.
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Performance testing best practices: How to prepare for peak demand with Grafana Cloud k6
To ensure system reliability under peak load and traffic surges, consistent and early performance testing is key. Here’s how to do just that with...
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Prometheus native histograms in Grafana Cloud: Get more precision from your Grafana visualizations
Prometheus native histograms are now generally available, giving you greater precision, ease of use, and compatibility for analyzing latency,...
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SQL expressions in Grafana: Combine and manipulate data from multiple sources
SQL expressions are a versatile and powerful feature that opens up all sorts of creative possibilities by manipulating and combining data from...
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Faster, more collaborative data exploration: Introducing saved queries in Grafana Cloud
By saving and reusing queries in Grafana Cloud, you help new team members get up to speed faster and ensure your entire organization benefits from...
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Grafana and Grafana Cloud release cycle: An end-of-year update
Grafana Labs will implement two separate release cycle freezes between November 2025 and January 2026 to help ensure stability for everyone during the...
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Making logs work smarter: Evolving your observability strategy
There are some challenges that come with a logs-first approach in Grafana Cloud. See how you can optimize your stack to avoid the typical gotchas.
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