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
3
clickable refs / raw JSON
Traces list
Last traces with duration, status, error and quick filter
| Trace ID | Started | Duration | Status | Error | Actions |
|---|---|---|---|---|---|
| 2026-04-16T09:38:54.241648+00:00 | ? | ok |
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| 2026-04-16T09:38:54.240876+00:00 | ? | ok |
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| 2026-04-16T09:38:54.232652+00:00 | 3576 ms | ok |
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| 2026-04-16T09:38:54.229293+00:00 | 3598 ms | ok |
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| 2026-04-16T09:38:24.231356+00:00 | 2276 ms | ok |
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| 2026-04-16T09:38:24.228953+00:00 | 2297 ms | ok |
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| 2026-04-16T09:38:09.240720+00:00 | ? | ok |
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| 2026-04-16T09:37:54.241792+00:00 | ? | ok |
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| 2026-04-16T09:37:54.233246+00:00 | 2706 ms | ok |
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| 2026-04-16T09:37:54.229548+00:00 | 2729 ms | ok |
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| 2026-04-16T09:37:24.241053+00:00 | ? | ok |
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| 2026-04-16T09:37:24.232086+00:00 | 2225 ms | ok |
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| 2026-04-16T09:37:24.229052+00:00 | 2248 ms | ok |
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| 2026-04-16T09:36:54.240609+00:00 | ? | ok |
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| 2026-04-16T09:36:54.234424+00:00 | 2622 ms | ok |
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| 2026-04-16T09:36:54.230077+00:00 | 2647 ms | ok |
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| 2026-04-16T09:36:39.240532+00:00 | ? | ok |
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| 2026-04-16T09:36:24.233333+00:00 | 2736 ms | ok |
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| 2026-04-16T09:36:24.229379+00:00 | 2758 ms | ok |
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| 2026-04-16T09:35:54.241006+00:00 | ? | ok |
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| 2026-04-16T09:35:54.240424+00:00 | ? | ok |
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| 2026-04-16T09:35:54.233744+00:00 | 2573 ms | ok |
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| 2026-04-16T09:35:54.229604+00:00 | 2597 ms | ok |
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| 2026-04-16T09:35:24.233228+00:00 | 2704 ms | ok |
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| 2026-04-16T09:35:24.229563+00:00 | 2727 ms | ok |
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| 2026-04-16T09:35:09.240294+00:00 | ? | ok |
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| 2026-04-16T09:34:54.242712+00:00 | 2774 ms | ok |
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| 2026-04-16T09:34:54.240382+00:00 | ? | ok |
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| 2026-04-16T09:34:54.229374+00:00 | 28 ms | ok |
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| 2026-04-16T09:34:54.239494+00:00 | 2798 ms | ok |
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| 2026-04-16T09:34:24.240232+00:00 | ? | ok |
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| 2026-04-16T09:34:24.232501+00:00 | 2461 ms | ok |
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| 2026-04-16T09:34:24.229134+00:00 | 2483 ms | ok |
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| 2026-04-16T09:33:54.240677+00:00 | ? | ok |
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| 2026-04-16T09:33:54.234508+00:00 | 3468 ms | ok |
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| 2026-04-16T09:33:54.230551+00:00 | 3491 ms | ok |
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| 2026-04-16T09:33:54.057904+00:00 | 1394 ms | ok |
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| 2026-04-16T09:33:52.523757+00:00 | ? | ok |
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| 2026-04-16T09:33:39.240641+00:00 | ? | ok |
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| 2026-04-16T09:33:24.233423+00:00 | 2223 ms | ok |
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| 2026-04-16T09:33:24.229412+00:00 | 2246 ms | ok |
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| 2026-04-16T09:33:10.067536+00:00 | 5231 ms | ok |
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| 2026-04-16T09:32:54.241589+00:00 | ? | ok |
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| 2026-04-16T09:32:54.240371+00:00 | ? | ok |
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| 2026-04-16T09:32:54.232452+00:00 | 2492 ms | ok |
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| 2026-04-16T09:32:54.229079+00:00 | 2516 ms | ok |
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| 2026-04-16T09:32:24.232578+00:00 | 2313 ms | ok |
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| 2026-04-16T09:32:24.229322+00:00 | 2336 ms | ok |
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| 2026-04-16T09:32:09.240677+00:00 | ? | ok |
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| 2026-04-16T09:32:03.587926+00:00 | 5576 ms | ok |
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| 2026-04-16T09:31:54.240536+00:00 | ? | ok |
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| 2026-04-16T09:31:54.231998+00:00 | 2556 ms | ok |
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| 2026-04-16T09:31:54.229176+00:00 | 2581 ms | ok |
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| 2026-04-16T09:31:24.240126+00:00 | ? | ok |
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| 2026-04-16T09:31:24.232465+00:00 | 2595 ms | ok |
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| 2026-04-16T09:31:24.228981+00:00 | 2617 ms | ok |
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| 2026-04-16T09:30:57.611436+00:00 | 7742 ms | ok |
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| 2026-04-16T09:30:54.240588+00:00 | ? | ok |
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| 2026-04-16T09:30:54.233647+00:00 | 5117 ms | ok |
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| 2026-04-16T09:30:54.229369+00:00 | 5140 ms | ok |
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| 2026-04-16T09:30:39.240549+00:00 | ? | ok |
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| 2026-04-16T09:30:24.232794+00:00 | 2661 ms | ok |
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| 2026-04-16T09:30:24.229262+00:00 | 2684 ms | ok |
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| 2026-04-16T09:29:54.244548+00:00 | 2274 ms | ok |
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| 2026-04-16T09:29:54.240883+00:00 | ? | ok |
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| 2026-04-16T09:29:54.240464+00:00 | ? | ok |
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| 2026-04-16T09:29:54.229302+00:00 | 30 ms | ok |
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| 2026-04-16T09:29:54.239626+00:00 | 2298 ms | ok |
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| 2026-04-16T09:29:26.558553+00:00 | 2972 ms | ok |
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| 2026-04-16T09:29:24.233451+00:00 | 470 ms | error |
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| 2026-04-16T09:29:24.229086+00:00 | 5321 ms | ok |
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| 2026-04-16T09:29:09.240268+00:00 | ? | ok |
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| 2026-04-16T09:28:54.240304+00:00 | ? | ok |
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| 2026-04-16T09:28:54.233446+00:00 | 2254 ms | ok |
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| 2026-04-16T09:28:54.229355+00:00 | 2277 ms | ok |
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| 2026-04-16T09:28:24.241068+00:00 | ? | ok |
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| 2026-04-16T09:28:24.233238+00:00 | 2668 ms | ok |
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| 2026-04-16T09:28:24.229941+00:00 | 2690 ms | ok |
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| 2026-04-16T09:27:54.240458+00:00 | ? | ok |
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| 2026-04-16T09:27:54.232171+00:00 | 2538 ms | ok |
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| 2026-04-16T09:27:54.229046+00:00 | 2563 ms | ok |
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| 2026-04-16T09:27:39.240480+00:00 | ? | ok |
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| 2026-04-16T09:27:24.233114+00:00 | 2632 ms | ok |
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| 2026-04-16T09:27:24.229664+00:00 | 2654 ms | ok |
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| 2026-04-16T09:26:54.240524+00:00 | ? | ok |
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| 2026-04-16T09:26:54.240322+00:00 | ? | ok |
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| 2026-04-16T09:26:54.233350+00:00 | 2751 ms | ok |
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| 2026-04-16T09:26:54.229341+00:00 | 2774 ms | ok |
?
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| 2026-04-16T09:26:24.232267+00:00 | 3468 ms | ok |
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| 2026-04-16T09:26:24.229016+00:00 | 3490 ms | ok |
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| 2026-04-16T09:26:09.240174+00:00 | ? | ok |
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| 2026-04-16T09:25:54.240350+00:00 | ? | ok |
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| 2026-04-16T09:25:54.231727+00:00 | 2902 ms | ok |
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| 2026-04-16T09:25:54.228980+00:00 | 2923 ms | ok |
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| 2026-04-16T09:25:24.240178+00:00 | ? | ok |
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| 2026-04-16T09:25:24.232415+00:00 | 3533 ms | ok |
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| 2026-04-16T09:25:24.229280+00:00 | 3554 ms | ok |
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| 2026-04-16T09:24:54.247867+00:00 | 2260 ms | ok |
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| 2026-04-16T09:24:54.241440+00:00 | 2286 ms | ok |
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| 2026-04-16T09:24:54.241913+00:00 | ? | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
32 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T07:29:54.229176+00:00
32 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-16T07:29:54.261208+00:00 | artifact://32811 | |
| news.pipeline.lock_skipped | 2026-04-16T07:29:54.250252+00:00 | artifact://32810 | |
| news.run_pipeline.inputs | 2026-04-16T07:29:54.242339+00:00 | artifact://32803 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T09:29:24.233451+00:00
174 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T09:01:21.357498+00:00
50 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
2026-04-15T18:00:00
14
2026-04-15T19:00:00
16
2026-04-15T20:00:00
14
2026-04-15T21:00:00
13
2026-04-15T22:00:00
23
2026-04-15T23:00:00
16
2026-04-16T00:00:00
13
2026-04-16T01:00:00
12
2026-04-16T02:00:00
16
2026-04-16T03:00:00
13
2026-04-16T04:00:00
13
2026-04-16T05:00:00
14
2026-04-16T06:00:00
14
2026-04-16T07:00:00
13
2026-04-16T08:00:00
11
2026-04-16T09:00:00
9
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T07:29:54.261208+00:00",
"id": 32811,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://32811",
"store": "postgres",
"trace_id": "ed67cc2a5cd741e28d72f56ae3dbcf14"
},
{
"created_at": "2026-04-16T07:29:54.250252+00:00",
"id": 32810,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T07:29:54.249528+00:00"
},
"ref": "artifact://32810",
"store": "postgres",
"trace_id": "ed67cc2a5cd741e28d72f56ae3dbcf14"
},
{
"created_at": "2026-04-16T07:29:54.242339+00:00",
"id": 32803,
"kind": "news.run_pipeline.inputs",
"payload": {
"preview": {
"args": [],
"kwargs": {
"runtime": "{\"app\": \"\u003cfastapi.applications.FastAPI object at 0x7e6f80b0d210\u003e\", \"ccxt_factory\": \"\u003cfunction build_ccxt_factory.\u003clocals\u003e._factory at 0x7e6e254f3c40\u003e\", \"chat_runtime\": \"\u003cservices.chat.runtime.ChatRuntime object at 0x7e6f01b9bfd0\u003e\", \"chroma\": \"\u003ccore.storage.chroma.ChromaStore object at 0x7e6f021d7d90\u003e\", \"chroma_mode\": \"chroma\", \"exchange\": \"binance\", \"execution_profile\": {\"autotrade_enabled\": true, \"binance_api_keys_configured\": true, \"ccxt_error\": null, \"ccxt_installed\": true, \"configured_execution_mode\": \"sandbox\", \"execution_machine_status\": \"execution_ready\", \"execution_mode_flags\": {\"dry_run\": false, \"live_mode\": false, \"paper\": false, \"sandbox\": true, \"sandbox_mode\": true, \"sandbox_only\": true}, \"paper_route_forced\": false, \"trading_profile\": \"testnet\"}, \"last_decision_bundle\": {\"analysis_candle_bucket\": \"1h:1776322800\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T07:00:00+00:00\", \"ok\": true, \"payload\": {\"action\": \"unknown\", \"agents\": {\"compliance\": {\"confidence\": 0.0, \"constraints\": {}, \"decision_override\": null, \"explanation\": \"LLM returned invalid output; ComplianceAgent used compliance_snapshot fallback.\", \"mode\": \"degraded\", \"raw_refs\": {}, \"reasons\": [\"quality.llm_invalid_output\"], \"refs_used\": [], \"signal\": {}, \"trading_allowed\": true, \"violations\": []}, \"execution\": {\"confidence\": null, \"constraints\": {}, \"entry_type\": null, \"execution_style\": null, \"explanation\": \"ExecutionAgent assessed entry timing and execution style.\", \"max_slippage_bps\": null, \"mode\": \"llm_error\", \"raw_refs\": {}, \"reasons\": [], \"refs_used\": [{\"kind\": \"market_liquidity\", \"ref\": \"artifact://32057\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://32069\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5135356149545693, \"constraints\": {}, \"explanation\": \"LLM returned invalid output; MacroAgent used macro_snapshot structural signals fallback.\", \"macro_score\": null, \"mode\": \"degraded\", \"raw_refs\": {}, \"reasons\": [\"quality.llm_invalid_output\", \"macro.structural_fallback\"], \"refs_used\": [], \"regime\": \"neutral\", \"signal\": {\"macro_regime\": \"neutral\", \"macro_structural_factors\": [\"crypto_macro_score\", \"usd_strong_crypto_headwind\", \"equity_risk_off\"], \"macro_structural_score\": -0.08405576769489034}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.1257, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1031, \"explanation\": \"Meta decision derived from strategy/risk/execution/trend/price consistency.\", \"final_summary\": \"Meta decision derived from strategy/risk/execution/trend/price consistency.\", \"mode\": \"degraded\", \"price_asymmetry_score\": 0.35, \"raw_refs\": {}, \"reason_codes\": [\"ml_trust_low\", \"registry.no_models_for_timeframe\"], \"reasons\": [], \"refs_used\": [], \"risk_vote\": \"allow\", \"should_trade\": false, \"signal\": {\"calibration_score\": null, \"drift_detected\": false, \"health_state\": \"unknown\", \"ml_trust\": 0.0, \"synthetic_price\": true, \"trend_direction\": \"flat\"}, \"size_multiplier\": 0.0, \"skip_reason\": \"ml_trust_low\", \"trend_alignment_score\": 0.4}, \"ml_judge\": {\"accepted_refs\": [], \"agreement_score\": null, \"confidence\": null, \"constraints\": {}, \"explanation\": \"MLJudgeAgent assessed prediction trustworthiness and model agreement.\", \"horizon_fit\": null, \"mode\": \"llm_error\", \"raw_refs\": {}, \"reasons\": [], \"refs_used\": [{\"kind\": \"ml_judgement\", \"ref\": \"artifact://32222\", \"title\": \"None\", \"why\": \"Judgement artifact used as trust source\"}], \"rejected_refs\": [], \"signal\": {}, \"trust_score\": null, \"usable\": null}, \"onchain\": {\"bearish_signals\": [\"taker_sell_dominant:0.84 \u2014 aggressive market selling (bearish pressure)\", \"mempool_quiet:2_sat/vB \u2014 Bitcoin mempool nearly empty, low activity\"], \"bias\": \"neutral\", \"bullish_signals\": [\"cross_exchange_funding_negative:-0.0000 \u2014 shorts overextended cross-exchange (squeeze risk)\", \"fear_greed_fear:23/100 \u2014 market fearful, cautious bullish\u2026"
}
}
},
"ref": "artifact://32803",
"store": "postgres",
"trace_id": "ed67cc2a5cd741e28d72f56ae3dbcf14"
}
],
"error_histogram": [
{
"count": 14,
"hour": "2026-04-15T18:00:00"
},
{
"count": 16,
"hour": "2026-04-15T19:00:00"
},
{
"count": 14,
"hour": "2026-04-15T20:00:00"
},
{
"count": 13,
"hour": "2026-04-15T21:00:00"
},
{
"count": 23,
"hour": "2026-04-15T22:00:00"
},
{
"count": 16,
"hour": "2026-04-15T23:00:00"
},
{
"count": 13,
"hour": "2026-04-16T00:00:00"
},
{
"count": 12,
"hour": "2026-04-16T01:00:00"
},
{
"count": 16,
"hour": "2026-04-16T02:00:00"
},
{
"count": 13,
"hour": "2026-04-16T03:00:00"
},
{
"count": 13,
"hour": "2026-04-16T04:00:00"
},
{
"count": 14,
"hour": "2026-04-16T05:00:00"
},
{
"count": 14,
"hour": "2026-04-16T06:00:00"
},
{
"count": 13,
"hour": "2026-04-16T07:00:00"
},
{
"count": 11,
"hour": "2026-04-16T08:00:00"
},
{
"count": 9,
"hour": "2026-04-16T09:00:00"
}
],
"error_inbox": [
{
"count": 174,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T09:29:24.233451+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 50,
"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": "2026-04-16T09:01:21.357498+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=ed67cc2a5cd741e28d72f56ae3dbcf14",
"refs": [
"artifact://32811",
"artifact://32810",
"artifact://32803"
],
"selected_trace": {
"created_at": "2026-04-16T07:29:54.239913+00:00",
"duration_ms": 32,
"ended_at": "2026-04-16T07:29:54.262118+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T07:29:54.229176+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "ed67cc2a5cd741e28d72f56ae3dbcf14"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T07:29:54.262617+00:00",
"duration_ms": 32,
"end_ts": "2026-04-16T07:29:54.262118+00:00",
"ended_at": "2026-04-16T07:29:54.262118+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 11392,
"input_ref": "artifact://32803",
"inputs_ref": "artifact://32803",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://32811",
"outputs_ref": "artifact://32811",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "c30942afc2294a42920c2e47ff0718cf",
"start_ts": "2026-04-16T07:29:54.229176+00:00",
"started_at": "2026-04-16T07:29:54.229176+00:00",
"status": "ok",
"trace_id": "ed67cc2a5cd741e28d72f56ae3dbcf14"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=ed67cc2a5cd741e28d72f56ae3dbcf14",
"trace_id": "ed67cc2a5cd741e28d72f56ae3dbcf14",
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