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feat(q-dev): add Language AI Heatmap dashboard #8796

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Merged
klesh merged 1 commit into from
Mar 22, 2026
Merged

feat(q-dev): add Language AI Heatmap dashboard #8796

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156 changes: 156 additions & 0 deletions grafana/dashboards/LanguageAIHeatmap.json
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Original file line number Diff line number Diff line change
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{
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": "-- Grafana --",
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"editable": true,
"fiscalYearStartMonth": 0,
"graphTooltip": 1,
"id": null,
"links": [],
"panels": [
{
"datasource": "mysql",
"description": "Completion requests, avg context size, and completion rate per language",
"fieldConfig": {
"defaults": {
"color": { "mode": "thresholds" },
"custom": { "align": "auto", "cellOptions": { "type": "auto" }, "filterable": true },
"thresholds": { "mode": "absolute", "steps": [{ "color": "green" }] }
},
"overrides": []
},
"gridPos": { "h": 9, "w": 24, "x": 0, "y": 0 },
"id": 1,
"options": { "cellHeight": "sm", "showHeader": true, "sortBy": [{ "desc": true, "displayName": "Requests" }] },
"targets": [
{
"datasource": "mysql",
"format": "table",
"rawQuery": true,
"rawSql": "SELECT\n CASE WHEN file_extension = '' THEN '(unknown)' ELSE file_extension END AS 'Language',\n COUNT(*) AS 'Requests',\n ROUND(AVG(completions_count), 2) AS 'Avg Completions',\n ROUND(AVG(left_context_length)) AS 'Avg Left Context',\n ROUND(AVG(right_context_length)) AS 'Avg Right Context',\n ROUND(AVG(left_context_length + right_context_length)) AS 'Avg Total Context',\n COUNT(DISTINCT user_id) AS 'Users'\nFROM _tool_q_dev_completion_log\nWHERE $__timeFilter(timestamp)\nGROUP BY file_extension\nORDER BY COUNT(*) DESC",
"refId": "A"
}
],
"title": "Language Completion Profile",
"type": "table"
},
{
"datasource": "mysql",
"description": "Daily completion requests by language",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": {
"drawStyle": "bars", "fillOpacity": 80, "lineWidth": 1,
"stacking": { "mode": "normal" }, "thresholdsStyle": { "mode": "off" }
},
"unit": "short"
},
"overrides": []
},
"gridPos": { "h": 8, "w": 24, "x": 0, "y": 9 },
"id": 2,
"options": {
"legend": { "calcs": ["sum"], "displayMode": "table", "placement": "right", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"targets": [
{
"datasource": "mysql",
"format": "time_series",
"rawQuery": true,
"rawSql": "SELECT DATE(timestamp) AS time,\n CASE WHEN file_extension = '' THEN '(unknown)' ELSE file_extension END AS metric,\n COUNT(*) AS value\nFROM _tool_q_dev_completion_log\nWHERE $__timeFilter(timestamp)\nGROUP BY DATE(timestamp), file_extension\nORDER BY time",
"refId": "A"
}
],
"title": "Daily Completions by Language",
"type": "timeseries"
},
{
"datasource": "mysql",
"description": "Which file types are most active during chat sessions",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"mappings": [],
"thresholds": { "mode": "absolute", "steps": [{ "color": "green" }] }
},
"overrides": []
},
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 17 },
"id": 3,
"options": {
"displayLabels": ["name", "percent"],
"legend": { "displayMode": "table", "placement": "right", "showLegend": true, "values": ["value", "percent"] },
"pieType": "donut",
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": true },
"tooltip": { "mode": "single" }
},
"targets": [
{
"datasource": "mysql",
"format": "table",
"rawQuery": true,
"rawSql": "SELECT\n CASE WHEN active_file_extension = '' OR active_file_extension IS NULL THEN '(no file)' ELSE active_file_extension END AS 'File Type',\n COUNT(*) AS 'Chat Events'\nFROM _tool_q_dev_chat_log\nWHERE $__timeFilter(timestamp)\nGROUP BY active_file_extension\nORDER BY COUNT(*) DESC\nLIMIT 10",
"refId": "A"
}
],
"title": "Active File Types During Chat",
"type": "piechart"
},
{
"datasource": "mysql",
"description": "Context size trends for top languages",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": {
"drawStyle": "line", "fillOpacity": 10, "lineInterpolation": "smooth", "lineWidth": 2,
"showPoints": "never", "spanNulls": true,
"stacking": { "mode": "none" }, "thresholdsStyle": { "mode": "off" }
},
"unit": "short"
},
"overrides": []
},
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 17 },
"id": 4,
"options": {
"legend": { "calcs": ["mean"], "displayMode": "table", "placement": "right", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"targets": [
{
"datasource": "mysql",
"format": "time_series",
"rawQuery": true,
"rawSql": "SELECT DATE(timestamp) AS time,\n file_extension AS metric,\n ROUND(AVG(left_context_length + right_context_length)) AS value\nFROM _tool_q_dev_completion_log\nWHERE $__timeFilter(timestamp)\n AND file_extension IN (SELECT file_extension FROM _tool_q_dev_completion_log GROUP BY file_extension ORDER BY COUNT(*) DESC LIMIT 5)\nGROUP BY DATE(timestamp), file_extension\nORDER BY time",
"refId": "A"
}
],
"title": "Avg Context Size by Language (Top 5)",
"type": "timeseries"
}
],
"preload": false,
"refresh": "5m",
"schemaVersion": 41,
"tags": ["q_dev", "kiro", "language", "completions"],
"templating": { "list": [] },
"time": { "from": "now-90d", "to": "now" },
"timepicker": {},
"timezone": "utc",
"title": "Kiro Language AI Heatmap",
"uid": "kiro_language_heatmap",
"version": 1
}
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