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 |
|---|---|---|---|---|---|
| 2026-04-17T15:32:57.446437+00:00 | 4374 ms | ok |
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| 2026-04-17T15:32:54.240795+00:00 | ? | ok |
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| 2026-04-17T15:32:54.240748+00:00 | ? | ok |
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| 2026-04-17T15:32:54.232177+00:00 | 1348 ms | error |
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| 2026-04-17T15:32:54.229130+00:00 | 7609 ms | ok |
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| 2026-04-17T15:32:24.232059+00:00 | 2241 ms | ok |
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| 2026-04-17T15:32:24.229262+00:00 | 2263 ms | ok |
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| 2026-04-17T15:32:11.595017+00:00 | 5047 ms | ok |
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| 2026-04-17T15:32:09.240893+00:00 | ? | ok |
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| 2026-04-17T15:31:56.789813+00:00 | 2861 ms | ok |
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| 2026-04-17T15:31:54.240675+00:00 | ? | ok |
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| 2026-04-17T15:31:54.237159+00:00 | 475 ms | error |
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| 2026-04-17T15:31:54.229502+00:00 | 5451 ms | ok |
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| 2026-04-17T15:31:24.240546+00:00 | ? | ok |
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| 2026-04-17T15:31:24.233412+00:00 | 2232 ms | ok |
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| 2026-04-17T15:31:24.230310+00:00 | 2256 ms | ok |
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| 2026-04-17T15:30:57.589824+00:00 | 15418 ms | ok |
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| 2026-04-17T15:30:56.619616+00:00 | 3294 ms | ok |
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| 2026-04-17T15:30:54.240807+00:00 | ? | ok |
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| 2026-04-17T15:30:54.232018+00:00 | 461 ms | error |
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| 2026-04-17T15:30:54.229335+00:00 | 5704 ms | ok |
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| 2026-04-17T15:30:39.240977+00:00 | ? | ok |
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| 2026-04-17T15:30:24.232115+00:00 | 3075 ms | ok |
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| 2026-04-17T15:30:24.229070+00:00 | 3098 ms | ok |
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| 2026-04-17T15:29:54.248100+00:00 | 2272 ms | ok |
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| 2026-04-17T15:29:54.229481+00:00 | 33 ms | ok |
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| 2026-04-17T15:29:54.240404+00:00 | 2298 ms | ok |
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| 2026-04-17T15:29:54.240746+00:00 | ? | ok |
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| 2026-04-17T15:29:54.240525+00:00 | ? | ok |
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| 2026-04-17T15:29:24.232047+00:00 | 2362 ms | ok |
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| 2026-04-17T15:29:24.229429+00:00 | 2383 ms | ok |
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| 2026-04-17T15:29:09.240641+00:00 | ? | ok |
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| 2026-04-17T15:28:54.240470+00:00 | ? | ok |
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| 2026-04-17T15:28:54.232373+00:00 | 2584 ms | ok |
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| 2026-04-17T15:28:54.229011+00:00 | 2606 ms | ok |
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| 2026-04-17T15:28:24.240822+00:00 | ? | ok |
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| 2026-04-17T15:28:24.232421+00:00 | 2202 ms | ok |
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| 2026-04-17T15:28:24.229445+00:00 | 2225 ms | ok |
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| 2026-04-17T15:27:54.240456+00:00 | ? | ok |
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| 2026-04-17T15:27:54.231549+00:00 | 2646 ms | ok |
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| 2026-04-17T15:27:54.229022+00:00 | 2668 ms | ok |
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| 2026-04-17T15:27:39.240206+00:00 | ? | ok |
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| 2026-04-17T15:27:26.930801+00:00 | 2232 ms | ok |
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| 2026-04-17T15:27:24.232818+00:00 | 467 ms | error |
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| 2026-04-17T15:27:24.229020+00:00 | 4952 ms | ok |
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| 2026-04-17T15:26:54.240613+00:00 | ? | ok |
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| 2026-04-17T15:26:54.240306+00:00 | ? | ok |
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| 2026-04-17T15:26:54.234290+00:00 | 2695 ms | ok |
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| 2026-04-17T15:26:54.229479+00:00 | 2719 ms | ok |
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| 2026-04-17T15:26:24.231832+00:00 | 2276 ms | ok |
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| 2026-04-17T15:26:24.229118+00:00 | 2297 ms | ok |
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| 2026-04-17T15:26:09.240555+00:00 | ? | ok |
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| 2026-04-17T15:25:54.240739+00:00 | ? | ok |
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| 2026-04-17T15:25:54.232513+00:00 | 2631 ms | ok |
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| 2026-04-17T15:25:54.229055+00:00 | 2655 ms | ok |
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| 2026-04-17T15:25:24.240315+00:00 | ? | ok |
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| 2026-04-17T15:25:24.232104+00:00 | 2480 ms | ok |
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| 2026-04-17T15:25:24.229114+00:00 | 2502 ms | ok |
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| 2026-04-17T15:24:54.246657+00:00 | 2600 ms | ok |
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| 2026-04-17T15:24:54.240576+00:00 | 2625 ms | ok |
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| 2026-04-17T15:24:54.240927+00:00 | ? | ok |
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| 2026-04-17T15:24:54.229339+00:00 | 30 ms | ok |
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| 2026-04-17T15:24:39.240366+00:00 | ? | ok |
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| 2026-04-17T15:24:24.232355+00:00 | 2258 ms | ok |
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| 2026-04-17T15:24:24.229521+00:00 | 2280 ms | ok |
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| 2026-04-17T15:24:10.147757+00:00 | 1463 ms | ok |
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| 2026-04-17T15:24:09.120853+00:00 | ? | ok |
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| 2026-04-17T15:23:54.241711+00:00 | ? | ok |
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| 2026-04-17T15:23:54.240694+00:00 | ? | ok |
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| 2026-04-17T15:23:54.232277+00:00 | 2549 ms | ok |
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| 2026-04-17T15:23:54.229530+00:00 | 2571 ms | ok |
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| 2026-04-17T15:23:24.231994+00:00 | 2281 ms | ok |
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| 2026-04-17T15:23:24.229142+00:00 | 2303 ms | ok |
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| 2026-04-17T15:23:09.240257+00:00 | ? | ok |
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| 2026-04-17T15:22:54.240327+00:00 | ? | ok |
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| 2026-04-17T15:22:54.232590+00:00 | 2552 ms | ok |
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| 2026-04-17T15:22:54.229225+00:00 | 2574 ms | ok |
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| 2026-04-17T15:22:24.240242+00:00 | ? | ok |
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| 2026-04-17T15:22:24.232174+00:00 | 3576 ms | ok |
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| 2026-04-17T15:22:24.229045+00:00 | 3598 ms | ok |
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| 2026-04-17T15:21:54.241656+00:00 | ? | ok |
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| 2026-04-17T15:21:54.232919+00:00 | 2517 ms | ok |
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| 2026-04-17T15:21:54.229164+00:00 | 2541 ms | ok |
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| 2026-04-17T15:21:39.240570+00:00 | ? | ok |
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| 2026-04-17T15:21:24.233150+00:00 | 2265 ms | ok |
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| 2026-04-17T15:21:24.229277+00:00 | 2289 ms | ok |
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| 2026-04-17T15:20:54.240760+00:00 | ? | ok |
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| 2026-04-17T15:20:54.240694+00:00 | ? | ok |
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| 2026-04-17T15:20:54.232323+00:00 | 4101 ms | ok |
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| 2026-04-17T15:20:54.229018+00:00 | 4124 ms | ok |
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| 2026-04-17T15:20:28.251948+00:00 | ? | ok |
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| 2026-04-17T15:20:24.233135+00:00 | 2714 ms | ok |
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| 2026-04-17T15:20:24.229035+00:00 | 2741 ms | ok |
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| 2026-04-17T15:20:09.240982+00:00 | ? | ok |
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| 2026-04-17T15:19:54.244397+00:00 | 3456 ms | ok |
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| 2026-04-17T15:19:54.240817+00:00 | ? | ok |
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| 2026-04-17T15:19:54.239970+00:00 | 3482 ms | ok |
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| 2026-04-17T15:19:54.228953+00:00 | 32 ms | ok |
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| 2026-04-17T15:19:24.240599+00:00 | ? | ok |
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| 2026-04-17T15:19:24.232669+00:00 | 2232 ms | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
traces.artifact
/traces/artifacts/{artifact_id}
ok
2026-04-17T14:06:36.398476+00:00
19 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| traces.artifact.outputs | 2026-04-17T14:06:36.416277+00:00 | artifact://73358 | |
| traces.artifact.inputs | 2026-04-17T14:06:36.406069+00:00 | artifact://73355 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-17T15:32:54.232177+00:00
526 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-17T15:01:05.191719+00:00
119 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
Error count per hour
Operational pressure snapshot
2026-04-16T15:00:00
3
2026-04-16T16:00:00
17
2026-04-16T17:00:00
11
2026-04-16T18:00:00
15
2026-04-16T19:00:00
16
2026-04-16T20:00:00
8
2026-04-16T21:00:00
14
2026-04-16T22:00:00
14
2026-04-16T23:00:00
7
2026-04-17T00:00:00
14
2026-04-17T01:00:00
13
2026-04-17T02:00:00
19
2026-04-17T03:00:00
17
2026-04-17T04:00:00
13
2026-04-17T05:00:00
16
2026-04-17T06:00:00
16
2026-04-17T07:00:00
13
2026-04-17T08:00:00
15
2026-04-17T09:00:00
9
2026-04-17T10:00:00
13
2026-04-17T11:00:00
12
2026-04-17T12:00:00
15
2026-04-17T13:00:00
15
2026-04-17T14:00:00
22
2026-04-17T15:00:00
10
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-17T14:06:36.416277+00:00",
"id": 73358,
"kind": "traces.artifact.outputs",
"payload": {
"preview": {
"result": "{\"created_at\": \"2026-04-17T14:01:09.489069+00:00\", \"deps\": {\"pg_pool\": true}, \"id\": 73245, \"kind\": \"decision.bundle\", \"payload_json\": \"{\\\"ts\\\": \\\"2026-04-17T14:01:09.485605+00:00\\\", \\\"refs\\\": {\\\"ml\\\": [], \\\"rag\\\": [], \\\"news\\\": [], \\\"macro\\\": \\\"artifact://73117\\\", \\\"steps\\\": {\\\"narratives\\\": \\\"artifact://73068\\\", \\\"risk_agent\\\": \\\"artifact://73187\\\", \\\"macro_agent\\\": \\\"artifact://73160\\\", \\\"news_events\\\": \\\"artifact://73009\\\", \\\"price_agent\\\": \\\"artifact://73180\\\", \\\"rag_context\\\": \\\"artifact://73032\\\", \\\"trend_agent\\\": \\\"artifact://73145\\\", \\\"chat_context\\\": \\\"artifact://72964\\\", \\\"ml_judgement\\\": \\\"artifact://73153\\\", \\\"meta_decision\\\": \\\"artifact://73242\\\", \\\"onchain_agent\\\": \\\"artifact://73127\\\", \\\"rag_judgement\\\": \\\"artifact://73149\\\", \\\"trading_agent\\\": \\\"artifact://73229\\\", \\\"macro_snapshot\\\": \\\"artifact://73118\\\", \\\"ml_judge_agent\\\": \\\"artifact://73222\\\", \\\"ml_predictions\\\": \\\"artifact://73139\\\", \\\"strategy_agent\\\": \\\"artifact://73174\\\", \\\"execution_agent\\\": \\\"artifact://73194\\\", \\\"market_snapshot\\\": \\\"artifact://73000\\\", \\\"portfolio_agent\\\": \\\"artifact://73201\\\", \\\"profile_summary\\\": \\\"artifact://72962\\\", \\\"rag_judge_agent\\\": \\\"artifact://73215\\\", \\\"sentiment_agent\\\": \\\"artifact://73167\\\", \\\"compliance_agent\\\": \\\"artifact://73208\\\", \\\"onchain_snapshot\\\": \\\"artifact://73122\\\", \\\"supervisor_agent\\\": \\\"artifact://73236\\\", \\\"portfolio_snapshot\\\": \\\"artifact://73131\\\", \\\"compliance_snapshot\\\": \\\"artifact://73135\\\"}, \\\"extras\\\": {}, \\\"market\\\": {\\\"ohlcv\\\": \\\"artifact://72979\\\", \\\"price\\\": \\\"artifact://72993\\\", \\\"snapshot\\\": \\\"artifact://72999\\\", \\\"liquidity\\\": \\\"artifact://72988\\\"}, \\\"decision\\\": null, \\\"ml_judge\\\": \\\"artifact://73152\\\", \\\"artifacts\\\": [], \\\"portfolio\\\": \\\"artifact://73130\\\", \\\"rag_judge\\\": \\\"artifact://73148\\\", \\\"compliance\\\": \\\"artifact://73134\\\", \\\"narratives\\\": \\\"chroma://narratives/17e5e306d8e0196a29491024\\\"}, \\\"debug\\\": {\\\"risk\\\": {\\\"ok\\\": true, \\\"meta\\\": {\\\"volatility\\\": null, \\\"allow_short\\\": false, \\\"max_leverage\\\": 1.0, \\\"missing_inputs\\\": [\\\"metrics.atr_pct\\\", \\\"metrics.spread_bps\\\"], \\\"strategy_action\\\": \\\"hold\\\"}, \\\"mode\\\": \\\"degraded\\\", \\\"reason\\\": \\\"Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\\\\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404\\\", \\\"quality\\\": \\\"degraded\\\", \\\"reasons\\\": [\\\"model_degraded_or_fallback\\\", \\\"system_degraded_dependencies\\\"], \\\"raw_refs\\\": {\\\"rag\\\": [], \\\"portfolio\\\": \\\"artifact://73130\\\", \\\"market_snapshot\\\": \\\"artifact://72999\\\", \\\"strategy_agent_output\\\": \\\"artifact://73174\\\"}, \\\"refs_used\\\": [{\\\"ref\\\": \\\"artifact://72999\\\", \\\"why\\\": \\\"Used as current market context for risk constraints and sizing checks.\\\", \\\"kind\\\": \\\"market_snapshot\\\", \\\"title\\\": null}, {\\\"ref\\\": \\\"artifact://73174\\\", \\\"why\\\": \\\"Used as the proposed strategy intent being evaluated by RiskAgent.\\\", \\\"kind\\\": \\\"strategy_agent_output\\\", \\\"title\\\": null}, {\\\"ref\\\": \\\"artifact://73130\\\", \\\"why\\\": \\\"Used as portfolio exposure context for risk budgeting.\\\", \\\"kind\\\": \\\"portfolio_snapshot\\\", \\\"title\\\": null}], \\\"stop_loss\\\": 0.03715833, \\\"confidence\\\": 0.506134681369227, \\\"llm_status\\\": \\\"exception\\\", \\\"risk_level\\\": \\\"low\\\", \\\"risk_score\\\": 0.13633333333333333, \\\"explanation\\\": \\\"Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.\\\", \\\"mitigations\\\": [\\\"Lower aggressiveness and prioritize market/liquidity confirmation.\\\", \\\"Run in caution mode or force manual review.\\\"], \\\"risk_impact\\\": {\\\"overrides\\\": [\\\"allow\\\"], \\\"blocked_by\\\": [], \\\"final_reason\\\": \\\"Risk level low (score=0.14); 2 active factors, 0 blocking.\\\", \\\"size_modifier\\\": 1.0, \\\"action_after_risk\\\": \\\"hold\\\", \\\"action_before_risk\\\": \\\"hold\\\", \\\"confidence_after_risk\\\": 0.172269362738454, \\\"confidence_before_risk\\\": 0.19044407569567823}, \\\"max_position\\\": 100.0, \\\"risk_summary\\\": \\\"Risk level low (score=0.14); 2 active factors, 0 blocking.\\\", \\\"caution_risks\\\": [{\\\"id\\\": \\\"model_degraded_or_fallback\\\", \\\"refs\\\": [\\\"artifact://72999\\\", \\\"artifact://73174\\\", \\\"artifact://73130\\\"], \\\"type\\\": \\\"model_risk\\\", \\\"sc\u2026"
}
},
"ref": "artifact://73358",
"store": "postgres",
"trace_id": "72a144ba359d44d1988e8119927c2ec3"
},
{
"created_at": "2026-04-17T14:06:36.406069+00:00",
"id": 73355,
"kind": "traces.artifact.inputs",
"payload": {
"preview": {
"args": [],
"kwargs": {
"_request_trace_id": "\"72a144ba359d44d1988e8119927c2ec3\"",
"artifact_id": "73245",
"request": "\"\u003cstarlette.requests.Request object at 0x79b763ba7ed0\u003e\""
}
}
},
"ref": "artifact://73355",
"store": "postgres",
"trace_id": "72a144ba359d44d1988e8119927c2ec3"
}
],
"error_histogram": [
{
"count": 3,
"hour": "2026-04-16T15:00:00"
},
{
"count": 17,
"hour": "2026-04-16T16:00:00"
},
{
"count": 11,
"hour": "2026-04-16T17:00:00"
},
{
"count": 15,
"hour": "2026-04-16T18:00:00"
},
{
"count": 16,
"hour": "2026-04-16T19:00:00"
},
{
"count": 8,
"hour": "2026-04-16T20:00:00"
},
{
"count": 14,
"hour": "2026-04-16T21:00:00"
},
{
"count": 14,
"hour": "2026-04-16T22:00:00"
},
{
"count": 7,
"hour": "2026-04-16T23:00:00"
},
{
"count": 14,
"hour": "2026-04-17T00:00:00"
},
{
"count": 13,
"hour": "2026-04-17T01:00:00"
},
{
"count": 19,
"hour": "2026-04-17T02:00:00"
},
{
"count": 17,
"hour": "2026-04-17T03:00:00"
},
{
"count": 13,
"hour": "2026-04-17T04:00:00"
},
{
"count": 16,
"hour": "2026-04-17T05:00:00"
},
{
"count": 16,
"hour": "2026-04-17T06:00:00"
},
{
"count": 13,
"hour": "2026-04-17T07:00:00"
},
{
"count": 15,
"hour": "2026-04-17T08:00:00"
},
{
"count": 9,
"hour": "2026-04-17T09:00:00"
},
{
"count": 13,
"hour": "2026-04-17T10:00:00"
},
{
"count": 12,
"hour": "2026-04-17T11:00:00"
},
{
"count": 15,
"hour": "2026-04-17T12:00:00"
},
{
"count": 15,
"hour": "2026-04-17T13:00:00"
},
{
"count": 22,
"hour": "2026-04-17T14:00:00"
},
{
"count": 10,
"hour": "2026-04-17T15:00:00"
}
],
"error_inbox": [
{
"count": 526,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-17T15:32:54.232177+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "febe9b20ed1c418fab04bd813c781774"
},
{
"count": 119,
"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": "2026-04-17T15:01:05.191719+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=72a144ba359d44d1988e8119927c2ec3",
"refs": [
"artifact://73358",
"artifact://73355"
],
"selected_trace": {
"created_at": "2026-04-17T14:06:36.398666+00:00",
"duration_ms": 19,
"ended_at": "2026-04-17T14:06:36.417586+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-17T14:06:36.398476+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "72a144ba359d44d1988e8119927c2ec3"
},
"steps": [
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