POC: AI sprint week - Insights page - #1674
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Add structured JSON actions to AI recommendations with Review/Confirm/Undo flow. New Alerting section with deterministic per-check alert setup using predefined defaults.
Sort checks by type by count descending. Show API reason for low-value checks. Fix failure logs link to filter by level=error. Cap tooltip lists at 10 items. Bump font sizes from bodySmall to body across sections.
Register a createTool that queries the SM metrics datasource with PromQL, passed to useInlineAssistant via the tools parameter. The assistant can now autonomously query per-probe success rates and latency during investigation instead of guessing from aggregated data. Improve system prompt to prevent hallucinated metric values.
Prevent assistant from hallucinating per-probe values by clarifying mean_success_rate semantics. Add reachability vs uptime distinction. Hint assistant to use the query tool for exact per-probe metrics.
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Summary
New Insights tab on the Home page that surfaces aggregated data from the
/sm/insightsAPI endpoint (built by @danieljimenez in the API repo). The page shows usage stats, performance warnings, alerting gaps, and recommendations -- with inline Grafana Assistant integration for AI-powered investigation and executable actions.What it does
Usage -- Cards showing check types, status, limits, probe distribution, and labels with linked filters.
Alerting -- Lists checks without alerts, sorted by severity (checks with performance issues first). Per-check "Set up" button proposes default alerts by check type, with individual or bulk apply.
Performance -- Paginated per-check rows for uptime warnings, flapping, latency degradation, and regional anomalies. Clicking a row opens an inline AI investigation that:
useInlineAssistant()createToolto query Prometheus for real per-probe metrics mid-investigationRecommendations -- Grouped cards for reducing frequency, consolidating overlapping targets, and cleaning up duplicates. Each card has:
AI integration patterns used
useInlineAssistant()withtoolsparameter for inline streaming + tool callingcreateTool()to register a Prometheus query tool the assistant calls autonomouslyjson:actionsblocks parsed from AI responses to render executable UI actionsInsightsPage.prompts.tsNote
This is not production-ready.
Screen.Recording.2026-05-06.at.6.04.40.PM.mov