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triggerdotdev--trigger.dev/docker/config/grafana/provisioning/dashboards/realtime-native.json
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2026-07-13 13:32:57 +08:00

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{
"title": "Realtime Native Backend",
"uid": "realtime-native",
"tags": ["trigger.dev", "realtime"],
"timezone": "browser",
"schemaVersion": 39,
"refresh": "10s",
"time": {
"from": "now-30m",
"to": "now"
},
"editable": true,
"fiscalYearStartMonth": 0,
"graphTooltip": 1,
"links": [],
"annotations": {
"list": []
},
"templating": {
"list": []
},
"panels": [
{
"id": 1,
"type": "timeseries",
"title": "Delivery lag (write \u2192 emission)",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 0,
"y": 0
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "histogram_quantile(0.5, sum(rate(triggerdotdev_realtime_native_delivery_lag_ms_milliseconds_bucket[$__rate_interval])) by (le))",
"legendFormat": "p50"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "histogram_quantile(0.99, sum(rate(triggerdotdev_realtime_native_delivery_lag_ms_milliseconds_bucket[$__rate_interval])) by (le))",
"legendFormat": "p99"
}
],
"fieldConfig": {
"defaults": {
"unit": "ms",
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "The end-to-end SLI: now minus the newest emitted row's updatedAt. A p99 approaching the ~20s backstop hold means live wakes are being missed."
},
{
"id": 2,
"type": "timeseries",
"title": "Live polls by path",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 8,
"y": 0
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_live_polls_total[$__rate_interval])) by (path)",
"legendFormat": "{{path}}"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "fast-hydrate = router wake, no ClickHouse. full-resolve = backstop. cold-resolve = fresh env subscription probed (instance hop / first poll)."
},
{
"id": 3,
"type": "stat",
"title": "Backstop DELIVERED (should be ~0)",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 0
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_backstops_total{result=\"delivered\"}[5m])) or vector(0)",
"legendFormat": "delivered/s"
}
],
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 0.01
}
]
}
},
"overrides": []
},
"options": {
"colorMode": "background",
"graphMode": "area",
"reduceOptions": {
"calcs": ["lastNotNull"]
}
},
"description": "A backstop that finds missed changes means the notify/replay path is leaking. Alert on sustained non-zero."
},
{
"id": 4,
"type": "timeseries",
"title": "Wakeups by reason",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 0,
"y": 8
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_wakeups_total[$__rate_interval])) by (reason)",
"legendFormat": "{{reason}}"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "notify = the architecture working. A rising timeout share with active traffic = publishes not routing."
},
{
"id": 5,
"type": "timeseries",
"title": "Gap recovery: replays + evictions",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 8,
"y": 8
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_replays_total[$__rate_interval])) by (result)",
"legendFormat": "replay {{result}}"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_replay_evictions_total[$__rate_interval])) by (reason)",
"legendFormat": "evict {{reason}}"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "Replays recover records that landed between a connection's polls. 'evict cap' = an env churns more runs than the buffer window holds \u2014 retune REPLAY_MAX_RUNS / WINDOW_MS."
},
{
"id": 6,
"type": "timeseries",
"title": "Rows per emission (p99)",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 8
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "histogram_quantile(0.99, sum(rate(triggerdotdev_realtime_native_emitted_rows_bucket[$__rate_interval])) by (le))",
"legendFormat": "p99 rows"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "Deltas should be small. A fat tail means working-set / offset-floor fallbacks are re-emitting full sets."
},
{
"id": 7,
"type": "timeseries",
"title": "Held feeds by kind",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 0,
"y": 16
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(triggerdotdev_realtime_native_held_feeds) by (kind)",
"legendFormat": "{{kind}}"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "Long-polls currently held \u2014 the capacity unit."
},
{
"id": 8,
"type": "timeseries",
"title": "Envs + channel subscriptions",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 8,
"y": 16
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(triggerdotdev_realtime_native_active_envs)",
"legendFormat": "routed envs"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(triggerdotdev_realtime_notifier_active_subscriptions)",
"legendFormat": "redis channels"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "Routed envs includes lingering subscriptions (kept alive briefly after the last feed closes)."
},
{
"id": 9,
"type": "timeseries",
"title": "Resolve health",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 16
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_runset_resolves_total[$__rate_interval])) by (result)",
"legendFormat": "resolve {{result}}"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(triggerdotdev_realtime_native_resolve_admission_in_use)",
"legendFormat": "gate in use"
},
{
"refId": "C",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(triggerdotdev_realtime_native_concurrency_rejections_total[$__rate_interval]))",
"legendFormat": "429/s"
}
],
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineWidth": 1,
"fillOpacity": 8,
"showPoints": "never"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom"
},
"tooltip": {
"mode": "multi"
}
},
"description": "hit/coalesced vs miss = the single-flight cache collapsing same-filter herds. Gate in use near the limit = reconnect stampedes queueing."
}
]
}