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Grafana Labs Unveils Game-Changing Features at ObservabilityCON 2026

5 min read Grafana BlogOct 20, 2026Reviewed for accuracy
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Practitioner — Hands-on experience recommended

ObservabilityCON 2026 introduced a range of features that address the critical need for faster incident resolution and better operational insights. Grafana Assistant consolidates your operational tasks, allowing you to resolve incidents more efficiently. This means less time firefighting and more time building. The Assistant Investigations feature enhances your ability to conduct thorough investigations, automatically triggered by alerts or incidents, ensuring you can dig deeper when issues arise.

Adaptive Telemetry is another standout, optimizing costs across metrics, logs, traces, and profiles by recommending what to aggregate or sample. This feature helps you manage resource consumption effectively, which is crucial for maintaining performance without breaking the bank. Coupled with the expanded Knowledge Graph, which provides a comprehensive view of your system's components and their health, these tools enable both human operators and AI agents to quickly understand system relationships and root causes.

In production, you need to be aware that while these features are powerful, they also come with a learning curve. The latest updates, including Adaptive Metrics and Adaptive Logs Archive, are now generally available, but you should keep an eye on how they integrate with your existing workflows. Understanding the full capabilities of the Knowledge Graph will also be essential to leverage its potential fully.

Key takeaways

  • →Utilize Grafana Assistant to consolidate operational tasks and speed up incident resolution.
  • →Leverage Assistant Investigations for deeper, automated analysis of alerts.
  • →Implement Adaptive Telemetry to optimize costs related to metrics, logs, and traces.
  • →Explore Grafana Managed Sandboxes for a controlled environment to test code changes.
  • →Employ the Knowledge Graph to gain insights into system relationships and health.

Why it matters

These innovations can drastically reduce the time spent on incident resolution and improve your understanding of system health, leading to more reliable applications and happier users.

When NOT to use this

The official docs don't call out specific anti-patterns here. Use your judgment based on your scale and requirements.

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