Documentation Grafana Cloud Adaptive Telemetry Adaptive Profiles Guides Troubleshoot Adaptive Profiles insights

Troubleshoot Adaptive Profiles insights

Insights are generated after a service completes a boost and sampling returns to normal.

This guide helps diagnose missing or delayed insights.

Issue 1: Insights do not appear

Insights are not generated unless certain conditions are met. They require:

• The Grafana LLM plugin to be enabled
• At least one completed boost (manual or automatic)
• Enough high-resolution data captured during the boost

If any of these conditions are missing, insights do not appear.

What you can do

When insights are missing:

• Trigger manual boosts for one or more services
• Wait until sampling returns to baseline

Insight generation cannot be forced, and timing varies depending on:

• Boost frequency
• Available profiling data
• Backend processing load

Insights should eventually appear, especially after several manual boosts.

Issue 2: Insights are delayed

Delays in insight generation are normal. Adaptive Profiles must:

• Wait for the boost window to close
• Retrieve boosted high-resolution samples
• Run multi-stage analysis using the Grafana LLM plugin

Additional delays may occur due to:

• Backend system load
• Temporary unavailability
• Low profiling volume (for example, idle services)

There is no fixed SLA for insight generation. Timing depends on service activity, boost patterns, and system availability.