Logs & Traces
Operational brain of the system ? inspect traces, step timelines, refs, and grouped errors quickly.
Traces
Recent operational runs
last 100 traces
100
loaded into current page
Errors
Grouped inbox
error groups
2
grouped by node / name
Steps
Timeline details
selected trace steps
1
inputs / outputs / refs drill-down
Artifacts
Refs behind the trace
selected trace artifacts
2
clickable refs / raw JSON
Traces list
Last traces with duration, status, error and quick filter
| Trace ID | Started | Duration | Status | Error | Actions |
|---|---|---|---|---|---|
| 2026-04-07T23:48:42.499846+00:00 | 2696 ms | ok |
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| 2026-04-07T23:48:42.497666+00:00 | ? | ok |
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| 2026-04-07T23:48:12.499061+00:00 | 4291 ms | ok |
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| 2026-04-07T23:48:12.497165+00:00 | ? | ok |
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| 2026-04-07T23:47:57.497677+00:00 | ? | ok |
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| 2026-04-07T23:47:42.497686+00:00 | 2755 ms | ok |
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| 2026-04-07T23:47:12.500260+00:00 | 2558 ms | ok |
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| 2026-04-07T23:47:12.498179+00:00 | ? | ok |
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| 2026-04-07T23:47:12.498139+00:00 | ? | ok |
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| 2026-04-07T23:46:42.498972+00:00 | 2842 ms | ok |
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| 2026-04-07T23:46:27.497910+00:00 | ? | ok |
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| 2026-04-07T23:46:12.499814+00:00 | 2761 ms | ok |
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| 2026-04-07T23:46:12.497793+00:00 | ? | ok |
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| 2026-04-07T23:45:42.498816+00:00 | 2465 ms | ok |
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| 2026-04-07T23:45:42.497309+00:00 | ? | ok |
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| 2026-04-07T23:45:12.503358+00:00 | 4085 ms | ok |
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| 2026-04-07T23:45:12.500490+00:00 | ? | ok |
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| 2026-04-07T23:44:57.497366+00:00 | ? | ok |
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| 2026-04-07T23:44:42.498657+00:00 | 2813 ms | ok |
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| 2026-04-07T23:44:12.499737+00:00 | 2815 ms | ok |
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| 2026-04-07T23:44:12.498243+00:00 | ? | ok |
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| 2026-04-07T23:44:12.497558+00:00 | ? | ok |
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| 2026-04-07T23:43:42.498822+00:00 | 2459 ms | ok |
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| 2026-04-07T23:43:27.497456+00:00 | ? | ok |
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| 2026-04-07T23:43:12.501402+00:00 | 2907 ms | ok |
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| 2026-04-07T23:43:12.498726+00:00 | ? | ok |
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| 2026-04-07T23:42:42.499447+00:00 | 2668 ms | ok |
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| 2026-04-07T23:42:42.497113+00:00 | ? | ok |
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| 2026-04-07T23:42:37.517323+00:00 | 5 ms | ok |
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| 2026-04-07T23:42:36.778110+00:00 | 5 ms | ok |
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| 2026-04-07T23:42:29.799854+00:00 | 5 ms | ok |
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| 2026-04-07T23:42:29.434559+00:00 | 5 ms | ok |
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| 2026-04-07T23:42:29.342078+00:00 | 4 ms | ok |
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| 2026-04-07T23:42:29.159701+00:00 | 5 ms | ok |
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| 2026-04-07T23:42:29.069310+00:00 | 5 ms | ok |
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| 2026-04-07T23:42:28.900545+00:00 | 6 ms | ok |
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| 2026-04-07T23:42:12.498813+00:00 | 2488 ms | ok |
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| 2026-04-07T23:42:12.497055+00:00 | ? | ok |
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| 2026-04-07T23:41:57.497540+00:00 | ? | ok |
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| 2026-04-07T23:41:42.498723+00:00 | 2995 ms | ok |
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| 2026-04-07T23:41:12.500332+00:00 | 3581 ms | ok |
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| 2026-04-07T23:41:12.499125+00:00 | ? | ok |
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| 2026-04-07T23:41:12.497926+00:00 | ? | ok |
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| 2026-04-07T23:40:42.499403+00:00 | 2423 ms | ok |
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| 2026-04-07T23:40:27.497945+00:00 | ? | ok |
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| 2026-04-07T23:40:12.505360+00:00 | 2821 ms | ok |
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| 2026-04-07T23:40:12.500044+00:00 | ? | ok |
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| 2026-04-07T23:39:42.499069+00:00 | 2709 ms | ok |
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| 2026-04-07T23:39:42.497154+00:00 | ? | ok |
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| 2026-04-07T23:39:12.500802+00:00 | 2538 ms | ok |
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| 2026-04-07T23:39:12.498463+00:00 | ? | ok |
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| 2026-04-07T23:38:57.496758+00:00 | ? | ok |
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| 2026-04-07T23:38:42.498369+00:00 | 2927 ms | ok |
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| 2026-04-07T23:38:12.499735+00:00 | 2844 ms | ok |
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| 2026-04-07T23:38:12.498531+00:00 | ? | ok |
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| 2026-04-07T23:38:12.497814+00:00 | ? | ok |
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| 2026-04-07T23:37:42.497949+00:00 | 2469 ms | ok |
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| 2026-04-07T23:37:27.497569+00:00 | ? | ok |
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| 2026-04-07T23:37:12.500804+00:00 | 3111 ms | ok |
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| 2026-04-07T23:37:12.498434+00:00 | ? | ok |
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| 2026-04-07T23:36:42.498889+00:00 | 2791 ms | ok |
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| 2026-04-07T23:36:42.496876+00:00 | ? | ok |
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| 2026-04-07T23:36:12.500733+00:00 | 3083 ms | ok |
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| 2026-04-07T23:36:12.498009+00:00 | ? | ok |
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| 2026-04-07T23:35:57.497764+00:00 | ? | ok |
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| 2026-04-07T23:35:42.498327+00:00 | 3404 ms | ok |
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| 2026-04-07T23:35:12.523493+00:00 | ? | ok |
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| 2026-04-07T23:35:12.503948+00:00 | 2758 ms | ok |
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| 2026-04-07T23:35:12.502637+00:00 | ? | ok |
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| 2026-04-07T23:34:42.499429+00:00 | 2768 ms | ok |
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| 2026-04-07T23:34:27.496662+00:00 | ? | ok |
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| 2026-04-07T23:34:12.499395+00:00 | 3020 ms | ok |
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| 2026-04-07T23:34:12.497475+00:00 | ? | ok |
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| 2026-04-07T23:33:42.498419+00:00 | 3738 ms | ok |
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| 2026-04-07T23:33:42.496560+00:00 | ? | ok |
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| 2026-04-07T23:33:12.501443+00:00 | 2510 ms | ok |
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| 2026-04-07T23:33:12.498608+00:00 | ? | ok |
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| 2026-04-07T23:32:57.496825+00:00 | ? | ok |
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| 2026-04-07T23:32:42.498373+00:00 | 2672 ms | ok |
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| 2026-04-07T23:32:12.502025+00:00 | ? | ok |
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| 2026-04-07T23:32:12.500420+00:00 | 2715 ms | ok |
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| 2026-04-07T23:32:12.497868+00:00 | ? | ok |
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| 2026-04-07T23:31:42.498441+00:00 | 2428 ms | ok |
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| 2026-04-07T23:31:27.497016+00:00 | ? | ok |
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| 2026-04-07T23:31:12.501525+00:00 | 2783 ms | ok |
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| 2026-04-07T23:31:12.498850+00:00 | ? | ok |
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| 2026-04-07T23:30:42.499292+00:00 | 2643 ms | ok |
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| 2026-04-07T23:30:42.497390+00:00 | ? | ok |
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| 2026-04-07T23:30:12.502426+00:00 | 2489 ms | ok |
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| 2026-04-07T23:30:12.499683+00:00 | ? | ok |
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| 2026-04-07T23:29:57.498225+00:00 | ? | ok |
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| 2026-04-07T23:29:42.498428+00:00 | 2642 ms | ok |
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| 2026-04-07T23:29:12.502061+00:00 | ? | ok |
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| 2026-04-07T23:29:12.500824+00:00 | 2687 ms | ok |
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| 2026-04-07T23:29:12.498425+00:00 | ? | ok |
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| 2026-04-07T23:28:42.498670+00:00 | 2385 ms | ok |
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| 2026-04-07T23:28:27.497226+00:00 | ? | ok |
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| 2026-04-07T23:28:12.498973+00:00 | 12799 ms | ok |
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| 2026-04-07T23:28:12.497491+00:00 | ? | ok |
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| 2026-04-07T23:27:42.498720+00:00 | 2932 ms | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
traces.overview
/traces/{trace_id}
ok
2026-04-07T22:12:25.142409+00:00
6 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| traces.overview.outputs | 2026-04-07T22:12:25.147645+00:00 | artifact://12044 | |
| traces.overview.inputs | 2026-04-07T22:12:25.144368+00:00 | artifact://12039 |
Error inbox
Latest errors grouped by node / name
tools_3
2026-04-07T23:00:24.058084+00:00
17 errors
Server error '500 Internal Server Error' for url 'https://api.stlouisfed.org/fred/series/observations?series_id=SP500&file_type=json&api_key=383e0dd0b931f6ea6807849a6d85469d'
For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/500
/traces/{trace_id}
2026-04-07T21:53:11.158522+00:00
2 errors
404: trace not found
Error count per hour
Operational pressure snapshot
2026-04-07T15:00:00
1
2026-04-07T16:00:00
1
2026-04-07T17:00:00
4
2026-04-07T18:00:00
2
2026-04-07T19:00:00
1
2026-04-07T20:00:00
1
2026-04-07T21:00:00
3
2026-04-07T22:00:00
3
2026-04-07T23:00:00
3
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-07T22:12:25.147645+00:00",
"id": 12044,
"kind": "traces.overview.outputs",
"payload": {
"preview": {
"result": "{\"deps\": {\"pg_pool\": true}, \"overview\": {\"artifacts_total\": 2, \"chat_id\": null, \"created_at\": \"2026-04-07T20:46:12.499970+00:00\", \"last_step\": {\"agent\": \"market\", \"duration_ms\": 2721, \"end_ts\": \"2026-04-07T20:46:15.221547+00:00\", \"id\": 2063, \"name\": \"market.ohlcv.ccxt_fetch\", \"node\": \"ccxt\", \"status\": \"ok\"}, \"meta\": \"{}\", \"steps_error\": 0, \"steps_ok\": 1, \"steps_total\": 1, \"trace_id\": \"f1b752f5717a4fafbdde6e8124833c35\", \"user_id\": null}, \"request_trace_id\": \"42a95362264d4a1b84aebc4467db56a8\", \"trace_id\": \"f1b752f5717a4fafbdde6e8124833c35\"}"
}
},
"ref": "artifact://12044",
"store": "postgres",
"trace_id": "42a95362264d4a1b84aebc4467db56a8"
},
{
"created_at": "2026-04-07T22:12:25.144368+00:00",
"id": 12039,
"kind": "traces.overview.inputs",
"payload": {
"preview": {
"args": [],
"kwargs": {
"_request_trace_id": "\"42a95362264d4a1b84aebc4467db56a8\"",
"request": "\"\u003cstarlette.requests.Request object at 0x78f073628a40\u003e\"",
"trace_id": "\"f1b752f5717a4fafbdde6e8124833c35\""
}
}
},
"ref": "artifact://12039",
"store": "postgres",
"trace_id": "42a95362264d4a1b84aebc4467db56a8"
}
],
"error_histogram": [
{
"count": 1,
"hour": "2026-04-07T15:00:00"
},
{
"count": 1,
"hour": "2026-04-07T16:00:00"
},
{
"count": 4,
"hour": "2026-04-07T17:00:00"
},
{
"count": 2,
"hour": "2026-04-07T18:00:00"
},
{
"count": 1,
"hour": "2026-04-07T19:00:00"
},
{
"count": 1,
"hour": "2026-04-07T20:00:00"
},
{
"count": 3,
"hour": "2026-04-07T21:00:00"
},
{
"count": 3,
"hour": "2026-04-07T22:00:00"
},
{
"count": 3,
"hour": "2026-04-07T23:00:00"
}
],
"error_inbox": [
{
"count": 17,
"error": "Server error \u0027500 Internal Server Error\u0027 for url \u0027https://api.stlouisfed.org/fred/series/observations?series_id=SP500\u0026file_type=json\u0026api_key=383e0dd0b931f6ea6807849a6d85469d\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/500",
"last_seen_at": "2026-04-07T23:00:24.058084+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "aec580ae713d46b2802293e3de675893"
},
{
"count": 2,
"error": "404: trace not found",
"last_seen_at": "2026-04-07T21:53:11.158522+00:00",
"name": "/traces/{trace_id}",
"node": "/traces/{trace_id}",
"trace_id": "9acaf364d9a1498d8ea6e5b79e6a6b66"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=42a95362264d4a1b84aebc4467db56a8",
"refs": [
"artifact://12044",
"artifact://12039"
],
"selected_trace": {
"created_at": "2026-04-07T22:12:25.142594+00:00",
"duration_ms": 6,
"ended_at": "2026-04-07T22:12:25.148551+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T22:12:25.142409+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "42a95362264d4a1b84aebc4467db56a8"
},
"steps": [
{
"agent": "api",
"created_at": "2026-04-07T22:12:25.149293+00:00",
"duration_ms": 6,
"end_ts": "2026-04-07T22:12:25.148551+00:00",
"ended_at": "2026-04-07T22:12:25.148551+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 2667,
"input_ref": "artifact://12039",
"inputs_ref": "artifact://12039",
"name": "traces.overview",
"node": "/traces/{trace_id}",
"output_ref": "artifact://12044",
"outputs_ref": "artifact://12044",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "0520ed54e0f0481f820b6361bab287e8",
"start_ts": "2026-04-07T22:12:25.142409+00:00",
"started_at": "2026-04-07T22:12:25.142409+00:00",
"status": "ok",
"trace_id": "42a95362264d4a1b84aebc4467db56a8"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=42a95362264d4a1b84aebc4467db56a8",
"trace_id": "42a95362264d4a1b84aebc4467db56a8",
"traces": [
{
"created_at": "2026-04-07T23:48:42.500009+00:00",
"duration_ms": 2696,
"ended_at": "2026-04-07T23:48:45.195988+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:48:42.499846+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "84290813cae64d33ace154e13fe9d6e0"
},
{
"created_at": "2026-04-07T23:48:42.497666+00:00",
"duration_ms": null,
"ended_at": null,
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:48:42.497666+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "53e00e1dcd424db18dc0aedeca5e9fa5"
},
{
"created_at": "2026-04-07T23:48:12.499211+00:00",
"duration_ms": 4291,
"ended_at": "2026-04-07T23:48:16.791005+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:48:12.499061+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "02bd5c425a11465ba2a63ebd5f2c1745"
},
{
"created_at": "2026-04-07T23:48:12.497165+00:00",
"duration_ms": null,
"ended_at": null,
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:48:12.497165+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "96908c61c2ac45b6b949188a8f6e40a4"
},
{
"created_at": "2026-04-07T23:47:57.497677+00:00",
"duration_ms": null,
"ended_at": null,
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:47:57.497677+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "bef131a1b01149f3a078ee4731dd4831"
},
{
"created_at": "2026-04-07T23:47:42.497826+00:00",
"duration_ms": 2755,
"ended_at": "2026-04-07T23:47:45.252743+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:47:42.497686+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "26215efc1cd040a8a6d767a5c96ad55d"
},
{
"created_at": "2026-04-07T23:47:12.500401+00:00",
"duration_ms": 2558,
"ended_at": "2026-04-07T23:47:15.058524+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:47:12.500260+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "1abd4735ae49419e88c801bb6c9ec684"
},
{
"created_at": "2026-04-07T23:47:12.498179+00:00",
"duration_ms": null,
"ended_at": null,
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:47:12.498179+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "c529c52049f84ef79073d57e539c5589"
},
{
"created_at": "2026-04-07T23:47:12.498139+00:00",
"duration_ms": null,
"ended_at": null,
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-07T23:47:12.498139+00:00",
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