grafana: add PlanoAI dashboard and Brightstaff row in Intelligent Inference

Made-with: Cursor
This commit is contained in:
Adil Hafeez 2026-04-27 11:17:47 -07:00
parent 938f9c4bdf
commit 433840bb82
6 changed files with 3462 additions and 0 deletions

File diff suppressed because it is too large Load diff

View file

@ -0,0 +1,661 @@
{
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": { "type": "grafana", "uid": "-- Grafana --" },
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"description": "PlanoAI control + dataplane: HTTP RED, routing decisions, LLM upstream, and build/runtime for the brightstaff orchestrator. Metrics arrive in DO Prometheus under the gen_ai_otel_brightstaff_* prefix.",
"editable": true,
"fiscalYearStartMonth": 0,
"graphTooltip": 1,
"id": null,
"links": [
{
"asDropdown": true,
"icon": "external link",
"includeVars": false,
"keepTime": true,
"tags": ["inf"],
"targetBlank": false,
"title": "Inference dashboards",
"tooltip": "",
"type": "dashboards",
"url": ""
}
],
"liveNow": false,
"panels": [
{
"collapsed": false,
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 0 },
"id": 100,
"panels": [],
"title": "HTTP RED",
"type": "row"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Requests-per-second served by brightstaff, broken out by handler. The orchestrator handler is the routing decision endpoint.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "axisLabel": "req/s", "drawStyle": "line", "fillOpacity": 10, "lineWidth": 1, "showPoints": "never" },
"unit": "reqps"
},
"overrides": []
},
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 1 },
"id": 1,
"options": {
"legend": { "calcs": ["mean", "lastNotNull"], "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi", "sort": "desc" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (handler) (rate(gen_ai_otel_brightstaff_http_requests_total[1m]))",
"legendFormat": "{{handler}}",
"range": true,
"refId": "A"
}
],
"title": "RPS by handler",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Fraction of brightstaff responses that are 5xx, computed over 5m. Page-worthy when sustained above ~1%.",
"fieldConfig": {
"defaults": {
"color": { "mode": "thresholds" },
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "green", "value": null },
{ "color": "yellow", "value": 0.01 },
{ "color": "red", "value": 0.05 }
]
},
"unit": "percentunit"
},
"overrides": []
},
"gridPos": { "h": 8, "w": 6, "x": 12, "y": 1 },
"id": 2,
"options": {
"colorMode": "background",
"graphMode": "area",
"justifyMode": "auto",
"orientation": "auto",
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"textMode": "auto"
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum(rate(gen_ai_otel_brightstaff_http_requests_total{status_class=\"5xx\"}[5m])) / clamp_min(sum(rate(gen_ai_otel_brightstaff_http_requests_total[5m])), 1)",
"legendFormat": "5xx",
"range": true,
"refId": "A"
}
],
"title": "5xx rate (5m)",
"type": "stat"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "In-flight HTTP requests by handler. Climbs before latency does when brightstaff is saturated.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "drawStyle": "line", "fillOpacity": 10, "lineWidth": 1, "showPoints": "never" },
"unit": "short"
},
"overrides": []
},
"gridPos": { "h": 8, "w": 6, "x": 18, "y": 1 },
"id": 3,
"options": {
"legend": { "displayMode": "list", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (handler) (gen_ai_otel_brightstaff_http_in_flight_requests)",
"legendFormat": "{{handler}}",
"range": true,
"refId": "A"
}
],
"title": "In-flight by handler",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "p50 / p95 / p99 of brightstaff HTTP request duration by handler, computed from the histogram buckets over 5m.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "drawStyle": "line", "fillOpacity": 5, "lineWidth": 1, "showPoints": "never" },
"unit": "s"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 24, "x": 0, "y": 9 },
"id": 4,
"options": {
"legend": { "calcs": ["mean", "max"], "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi", "sort": "desc" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.50, sum by (le, handler) (rate(gen_ai_otel_brightstaff_http_request_duration_seconds_bucket[5m])))",
"legendFormat": "p50 {{handler}}",
"range": true,
"refId": "A"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.95, sum by (le, handler) (rate(gen_ai_otel_brightstaff_http_request_duration_seconds_bucket[5m])))",
"legendFormat": "p95 {{handler}}",
"range": true,
"refId": "B"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.99, sum by (le, handler) (rate(gen_ai_otel_brightstaff_http_request_duration_seconds_bucket[5m])))",
"legendFormat": "p99 {{handler}}",
"range": true,
"refId": "C"
}
],
"title": "HTTP duration p50 / p95 / p99 by handler",
"type": "timeseries"
},
{
"collapsed": false,
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 18 },
"id": 200,
"panels": [],
"title": "Routing decisions",
"type": "row"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Outcome of every /routing/* call. decision_served = a real model picked. no_candidates = orchestrator returned the sentinel `none`. policy_error = orchestrator failed.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": {
"drawStyle": "line",
"fillOpacity": 30,
"lineWidth": 1,
"showPoints": "never",
"stacking": { "group": "A", "mode": "normal" }
},
"unit": "reqps"
},
"overrides": [
{
"matcher": { "id": "byName", "options": "decision_served" },
"properties": [{ "id": "color", "value": { "mode": "fixed", "fixedColor": "green" } }]
},
{
"matcher": { "id": "byName", "options": "no_candidates" },
"properties": [{ "id": "color", "value": { "mode": "fixed", "fixedColor": "yellow" } }]
},
{
"matcher": { "id": "byName", "options": "policy_error" },
"properties": [{ "id": "color", "value": { "mode": "fixed", "fixedColor": "red" } }]
}
]
},
"gridPos": { "h": 9, "w": 12, "x": 0, "y": 19 },
"id": 5,
"options": {
"legend": { "calcs": ["mean", "lastNotNull"], "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi", "sort": "desc" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (outcome) (rate(gen_ai_otel_brightstaff_routing_service_requests_total[5m]))",
"legendFormat": "{{outcome}}",
"range": true,
"refId": "A"
}
],
"title": "/routing/* outcomes",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Decision rate broken out by the model the orchestrator selected. The 'none' series is the fallback bucket — any non-zero value here means the router could not classify intent or had no eligible candidates.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "drawStyle": "line", "fillOpacity": 10, "lineWidth": 1, "showPoints": "never" },
"unit": "reqps"
},
"overrides": [
{
"matcher": { "id": "byName", "options": "none" },
"properties": [
{ "id": "color", "value": { "mode": "fixed", "fixedColor": "red" } },
{ "id": "custom.lineStyle", "value": { "fill": "dash", "dash": [10, 10] } }
]
}
]
},
"gridPos": { "h": 9, "w": 12, "x": 12, "y": 19 },
"id": 6,
"options": {
"legend": { "calcs": ["mean", "lastNotNull"], "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi", "sort": "desc" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (selected_model) (rate(gen_ai_otel_brightstaff_router_decisions_total[5m]))",
"legendFormat": "{{selected_model}}",
"range": true,
"refId": "A"
}
],
"title": "Decisions/sec by selected model",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Total decisions per model over the last 15 minutes. The relative bar lengths are the routing mix the orchestrator is producing.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"mappings": [],
"unit": "short"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 12, "x": 0, "y": 28 },
"id": 7,
"options": {
"displayMode": "gradient",
"minVizHeight": 10,
"minVizWidth": 0,
"orientation": "horizontal",
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"showUnfilled": true,
"valueMode": "color"
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (selected_model) (increase(gen_ai_otel_brightstaff_router_decisions_total[15m]))",
"legendFormat": "{{selected_model}}",
"range": true,
"refId": "A"
}
],
"title": "Model selection distribution (last 15m)",
"type": "bargauge"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Fraction of decisions that fell back (orchestrator returned `none` or errored). High = router cannot classify intent or no candidates configured.",
"fieldConfig": {
"defaults": {
"color": { "mode": "thresholds" },
"mappings": [],
"max": 1,
"min": 0,
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "green", "value": null },
{ "color": "yellow", "value": 0.1 },
{ "color": "red", "value": 0.5 }
]
},
"unit": "percentunit"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 6, "x": 12, "y": 28 },
"id": 8,
"options": {
"colorMode": "background",
"graphMode": "area",
"justifyMode": "auto",
"orientation": "auto",
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"textMode": "auto"
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (route) (rate(gen_ai_otel_brightstaff_router_decisions_total{fallback=\"true\"}[5m])) / clamp_min(sum by (route) (rate(gen_ai_otel_brightstaff_router_decisions_total[5m])), 1)",
"legendFormat": "{{route}}",
"range": true,
"refId": "A"
}
],
"title": "Fallback rate by route",
"type": "stat"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "p95 of router decision time by route. The orchestrator includes embedding + classification + candidate scoring; this is the primary tail-latency signal for routing.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "drawStyle": "line", "fillOpacity": 5, "lineWidth": 1, "showPoints": "never" },
"unit": "s"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 6, "x": 18, "y": 28 },
"id": 9,
"options": {
"legend": { "displayMode": "list", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.95, sum by (le, route) (rate(gen_ai_otel_brightstaff_router_decision_duration_seconds_bucket[5m])))",
"legendFormat": "p95 {{route}}",
"range": true,
"refId": "A"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.99, sum by (le, route) (rate(gen_ai_otel_brightstaff_router_decision_duration_seconds_bucket[5m])))",
"legendFormat": "p99 {{route}}",
"range": true,
"refId": "B"
}
],
"title": "Router decision p95/p99",
"type": "timeseries"
},
{
"collapsed": true,
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 37 },
"id": 300,
"panels": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "p95 LLM upstream call duration by provider/model. Populated once brightstaff exports llm_upstream_duration_seconds.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "drawStyle": "line", "fillOpacity": 5, "lineWidth": 1, "showPoints": "never" },
"unit": "s"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 12, "x": 0, "y": 38 },
"id": 10,
"options": {
"legend": { "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.95, sum by (le, provider, model) (rate(gen_ai_otel_brightstaff_llm_upstream_duration_seconds_bucket[5m])))",
"legendFormat": "p95 {{provider}}/{{model}}",
"range": true,
"refId": "A"
}
],
"title": "LLM upstream p95 by provider/model",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Non-success error classes by provider. timeout/connect = network, 5xx/429 = provider, parse = body shape mismatch, stream = mid-stream disconnect.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": {
"drawStyle": "line",
"fillOpacity": 30,
"lineWidth": 1,
"showPoints": "never",
"stacking": { "group": "A", "mode": "normal" }
},
"unit": "reqps"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 12, "x": 12, "y": 38 },
"id": 11,
"options": {
"legend": { "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (provider, error_class) (rate(gen_ai_otel_brightstaff_llm_upstream_requests_total{error_class!=\"none\"}[5m]))",
"legendFormat": "{{provider}} / {{error_class}}",
"range": true,
"refId": "A"
}
],
"title": "LLM upstream errors by provider / class",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Streaming time-to-first-token p95. Empty if the route never streams.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": { "drawStyle": "line", "fillOpacity": 5, "lineWidth": 1, "showPoints": "never" },
"unit": "s"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 12, "x": 0, "y": 47 },
"id": 12,
"options": {
"legend": { "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "histogram_quantile(0.95, sum by (le, provider, model) (rate(gen_ai_otel_brightstaff_llm_time_to_first_token_seconds_bucket[5m])))",
"legendFormat": "p95 {{provider}}/{{model}}",
"range": true,
"refId": "A"
}
],
"title": "Time-to-first-token p95 (streaming)",
"type": "timeseries"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Tokens/sec by provider/model/kind — proxy for cost. Stacked.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"custom": {
"drawStyle": "line",
"fillOpacity": 30,
"lineWidth": 1,
"showPoints": "never",
"stacking": { "group": "A", "mode": "normal" }
},
"unit": "short"
},
"overrides": []
},
"gridPos": { "h": 9, "w": 12, "x": 12, "y": 47 },
"id": 13,
"options": {
"legend": { "displayMode": "table", "placement": "bottom", "showLegend": true },
"tooltip": { "mode": "multi" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (provider, model, kind) (rate(gen_ai_otel_brightstaff_llm_tokens_total[5m]))",
"legendFormat": "{{provider}}/{{model}} {{kind}}",
"range": true,
"refId": "A"
}
],
"title": "Token throughput by provider / model / kind",
"type": "timeseries"
}
],
"title": "LLM upstream (forward-compat)",
"type": "row"
},
{
"collapsed": false,
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 56 },
"id": 400,
"panels": [],
"title": "Build & runtime",
"type": "row"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Brightstaff build metadata — version + git_sha labels from the build_info gauge.",
"fieldConfig": {
"defaults": {
"color": { "mode": "thresholds" },
"mappings": [],
"thresholds": { "mode": "absolute", "steps": [{ "color": "blue", "value": null }] }
},
"overrides": []
},
"gridPos": { "h": 6, "w": 12, "x": 0, "y": 57 },
"id": 14,
"options": {
"cellHeight": "sm",
"footer": { "countRows": false, "fields": "", "reducer": ["sum"], "show": false },
"showHeader": true
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "gen_ai_otel_brightstaff_build_info",
"format": "table",
"instant": true,
"legendFormat": "__auto",
"range": false,
"refId": "A"
}
],
"title": "Brightstaff build info",
"transformations": [
{
"id": "organize",
"options": {
"excludeByName": { "Time": true, "Value": true, "__name__": true, "job": false, "instance": false },
"indexByName": {},
"renameByName": {}
}
}
],
"type": "table"
},
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"description": "Cumulative routing decisions per model (last 24h). A rough cost-allocation view.",
"fieldConfig": {
"defaults": {
"color": { "mode": "palette-classic" },
"mappings": [],
"unit": "short"
},
"overrides": []
},
"gridPos": { "h": 6, "w": 12, "x": 12, "y": 57 },
"id": 15,
"options": {
"displayLabels": ["name", "percent"],
"legend": { "displayMode": "list", "placement": "right", "showLegend": true, "values": ["value"] },
"pieType": "donut",
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"tooltip": { "mode": "single", "sort": "none" }
},
"pluginVersion": "11.6.2",
"targets": [
{
"datasource": { "type": "prometheus", "uid": "prod-pandora-dc-all-proxy" },
"editorMode": "code",
"expr": "sum by (selected_model) (increase(gen_ai_otel_brightstaff_router_decisions_total[24h]))",
"legendFormat": "{{selected_model}}",
"range": true,
"refId": "A"
}
],
"title": "Routing mix (24h)",
"type": "piechart"
}
],
"preload": false,
"refresh": "30s",
"schemaVersion": 41,
"tags": ["plano", "brightstaff", "llm", "inf"],
"templating": {
"list": []
},
"time": { "from": "now-6h", "to": "now" },
"timepicker": {
"refresh_intervals": ["1m", "5m", "15m", "30m", "1h", "2h", "1d"]
},
"timezone": "utc",
"title": "PlanoAI — Routing & Brightstaff",
"uid": "planoai-routing",
"version": 1,
"weekStart": ""
}