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 |
|---|---|---|---|---|---|
| 2026-04-16T01:50:54.241724+00:00 | ? | ok |
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| 2026-04-16T01:50:54.241226+00:00 | ? | ok |
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| 2026-04-16T01:50:54.234211+00:00 | 2937 ms | ok |
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| 2026-04-16T01:50:54.230152+00:00 | 2960 ms | ok |
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| 2026-04-16T01:50:24.233270+00:00 | 2614 ms | ok |
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| 2026-04-16T01:50:24.229421+00:00 | 2637 ms | ok |
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| 2026-04-16T01:50:09.240762+00:00 | ? | ok |
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| 2026-04-16T01:49:54.245720+00:00 | 2210 ms | ok |
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| 2026-04-16T01:49:54.241488+00:00 | 2233 ms | ok |
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| 2026-04-16T01:49:54.229558+00:00 | 30 ms | ok |
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| 2026-04-16T01:49:54.240498+00:00 | ? | ok |
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| 2026-04-16T01:49:24.240539+00:00 | ? | ok |
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| 2026-04-16T01:49:24.233797+00:00 | 3449 ms | ok |
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| 2026-04-16T01:49:24.229373+00:00 | 3473 ms | ok |
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| 2026-04-16T01:48:56.763157+00:00 | 2258 ms | ok |
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| 2026-04-16T01:48:54.240363+00:00 | ? | ok |
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| 2026-04-16T01:48:54.233014+00:00 | 457 ms | error |
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| 2026-04-16T01:48:54.228974+00:00 | 4812 ms | ok |
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| 2026-04-16T01:48:39.240365+00:00 | ? | ok |
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| 2026-04-16T01:48:24.232916+00:00 | 2656 ms | ok |
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| 2026-04-16T01:48:24.229729+00:00 | 2678 ms | ok |
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| 2026-04-16T01:47:54.242513+00:00 | ? | ok |
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| 2026-04-16T01:47:54.241686+00:00 | ? | ok |
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| 2026-04-16T01:47:54.232750+00:00 | 2960 ms | ok |
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| 2026-04-16T01:47:54.229766+00:00 | 2983 ms | ok |
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| 2026-04-16T01:47:24.233514+00:00 | 3547 ms | ok |
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| 2026-04-16T01:47:24.229339+00:00 | 3570 ms | ok |
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| 2026-04-16T01:47:09.240694+00:00 | ? | ok |
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| 2026-04-16T01:46:54.241501+00:00 | ? | ok |
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| 2026-04-16T01:46:54.232744+00:00 | 2232 ms | ok |
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| 2026-04-16T01:46:54.229672+00:00 | 2255 ms | ok |
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| 2026-04-16T01:46:24.240878+00:00 | ? | ok |
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| 2026-04-16T01:46:24.233553+00:00 | 2671 ms | ok |
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| 2026-04-16T01:46:24.229871+00:00 | 2693 ms | ok |
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| 2026-04-16T01:46:01.201962+00:00 | ? | ok |
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| 2026-04-16T01:45:54.240429+00:00 | ? | ok |
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| 2026-04-16T01:45:54.233031+00:00 | 2858 ms | ok |
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| 2026-04-16T01:45:54.229460+00:00 | 2881 ms | ok |
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| 2026-04-16T01:45:39.240916+00:00 | ? | ok |
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| 2026-04-16T01:45:27.473536+00:00 | 2719 ms | ok |
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| 2026-04-16T01:45:24.232995+00:00 | 1410 ms | error |
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| 2026-04-16T01:45:24.229039+00:00 | 5985 ms | ok |
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| 2026-04-16T01:44:54.246010+00:00 | 2460 ms | ok |
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| 2026-04-16T01:44:54.229783+00:00 | 33 ms | ok |
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| 2026-04-16T01:44:54.241871+00:00 | 2485 ms | ok |
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| 2026-04-16T01:44:54.241422+00:00 | ? | ok |
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| 2026-04-16T01:44:54.241369+00:00 | ? | ok |
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| 2026-04-16T01:44:27.005063+00:00 | 2827 ms | ok |
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| 2026-04-16T01:44:24.233298+00:00 | 468 ms | error |
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| 2026-04-16T01:44:24.229259+00:00 | 5621 ms | ok |
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| 2026-04-16T01:44:09.240537+00:00 | ? | ok |
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| 2026-04-16T01:43:54.240353+00:00 | ? | ok |
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| 2026-04-16T01:43:54.232435+00:00 | 2306 ms | ok |
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| 2026-04-16T01:43:54.229335+00:00 | 2329 ms | ok |
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| 2026-04-16T01:43:24.240377+00:00 | ? | ok |
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| 2026-04-16T01:43:24.232260+00:00 | 2799 ms | ok |
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| 2026-04-16T01:43:24.229063+00:00 | 2821 ms | ok |
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| 2026-04-16T01:42:54.240365+00:00 | ? | ok |
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| 2026-04-16T01:42:54.232407+00:00 | 2289 ms | ok |
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| 2026-04-16T01:42:54.229075+00:00 | 2310 ms | ok |
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| 2026-04-16T01:42:39.241103+00:00 | ? | ok |
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| 2026-04-16T01:42:24.232674+00:00 | 2526 ms | ok |
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| 2026-04-16T01:42:24.229583+00:00 | 2549 ms | ok |
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| 2026-04-16T01:41:54.240481+00:00 | ? | ok |
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| 2026-04-16T01:41:54.240259+00:00 | ? | ok |
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| 2026-04-16T01:41:54.233530+00:00 | 2281 ms | ok |
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| 2026-04-16T01:41:54.229942+00:00 | 2306 ms | ok |
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| 2026-04-16T01:41:24.232062+00:00 | 3331 ms | ok |
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| 2026-04-16T01:41:24.229361+00:00 | 3356 ms | ok |
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| 2026-04-16T01:41:09.241578+00:00 | ? | ok |
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| 2026-04-16T01:40:54.240736+00:00 | ? | ok |
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| 2026-04-16T01:40:54.232896+00:00 | 2258 ms | ok |
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| 2026-04-16T01:40:54.229693+00:00 | 2281 ms | ok |
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| 2026-04-16T01:40:24.240852+00:00 | ? | ok |
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| 2026-04-16T01:40:24.232511+00:00 | 2244 ms | ok |
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| 2026-04-16T01:40:24.229614+00:00 | 2266 ms | ok |
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| 2026-04-16T01:39:54.246799+00:00 | 2661 ms | ok |
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| 2026-04-16T01:39:54.240874+00:00 | ? | ok |
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| 2026-04-16T01:39:54.239426+00:00 | 2688 ms | ok |
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| 2026-04-16T01:39:54.229603+00:00 | 28 ms | ok |
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| 2026-04-16T01:39:39.240290+00:00 | ? | ok |
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| 2026-04-16T01:39:26.886082+00:00 | 2248 ms | ok |
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| 2026-04-16T01:39:24.232098+00:00 | 760 ms | error |
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| 2026-04-16T01:39:24.229042+00:00 | 4925 ms | ok |
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| 2026-04-16T01:38:54.241201+00:00 | ? | ok |
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| 2026-04-16T01:38:54.240644+00:00 | ? | ok |
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| 2026-04-16T01:38:54.231957+00:00 | 2220 ms | ok |
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| 2026-04-16T01:38:54.228959+00:00 | 2241 ms | ok |
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| 2026-04-16T01:38:24.232014+00:00 | 2687 ms | ok |
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| 2026-04-16T01:38:24.228970+00:00 | 2709 ms | ok |
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| 2026-04-16T01:38:09.241298+00:00 | ? | ok |
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| 2026-04-16T01:37:54.240350+00:00 | ? | ok |
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| 2026-04-16T01:37:54.232514+00:00 | 2434 ms | ok |
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| 2026-04-16T01:37:54.229214+00:00 | 2457 ms | ok |
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| 2026-04-16T01:37:24.241095+00:00 | ? | ok |
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| 2026-04-16T01:37:24.232482+00:00 | 2549 ms | ok |
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| 2026-04-16T01:37:24.229002+00:00 | 2571 ms | ok |
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| 2026-04-16T01:36:54.240978+00:00 | ? | ok |
?
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| 2026-04-16T01:36:54.233363+00:00 | 2269 ms | ok |
?
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| 2026-04-16T01:36:54.229855+00:00 | 2292 ms | ok |
?
|
Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
32 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T00:14:54.229703+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 | 2026-04-16T00:14:54.260972+00:00 | artifact://23298 | |
| news.pipeline.lock_skipped | 2026-04-16T00:14:54.250803+00:00 | artifact://23297 | |
| news.run_pipeline.inputs | 2026-04-16T00:14:54.245555+00:00 | artifact://23293 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T01:48:54.233014+00:00
92 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T01:01:03.906245+00:00
28 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
11
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T00:14:54.260972+00:00",
"id": 23298,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://23298",
"store": "postgres",
"trace_id": "88bfea87221b4d8f97526cf0c0e5a60e"
},
{
"created_at": "2026-04-16T00:14:54.250803+00:00",
"id": 23297,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T00:14:54.250392+00:00"
},
"ref": "artifact://23297",
"store": "postgres",
"trace_id": "88bfea87221b4d8f97526cf0c0e5a60e"
},
{
"created_at": "2026-04-16T00:14:54.245555+00:00",
"id": 23293,
"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 0x7e6efc55c720\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:1776297600\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T00:00:00+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://22806\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://22817\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5138109964635871, \"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\": -0.08503927308423954}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.125, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1025, \"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://22970\", \"title\": \"None\", \"why\": \"Judgement artifact used as trust source\"}], \"rejected_refs\": [], \"signal\": {}, \"trust_score\": null, \"usable\": null}, \"onchain\": {\"bearish_signals\": [\"mempool_quiet:3_sat/vB \u2014 Bitcoin mempool nearly empty, low activity\"], \"bias\": \"bullish\", \"bullish_signals\": [\"taker_buy_dominant:1.38 \u2014 aggressive market buying (bullish pressure)\", \"fear_greed_fear:23/100 \u2014 market fearful, cautious bullish\"], \"confidence\": 0.592, \"constraints\": {}, \"data_quality\": \"live\", \"derivatives_signal\": \"balance\u2026"
}
}
},
"ref": "artifact://23293",
"store": "postgres",
"trace_id": "88bfea87221b4d8f97526cf0c0e5a60e"
}
],
"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": 11,
"hour": "2026-04-16T01:00:00"
}
],
"error_inbox": [
{
"count": 92,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T01:48:54.233014+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 28,
"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": "2026-04-16T01:01:03.906245+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=88bfea87221b4d8f97526cf0c0e5a60e",
"refs": [
"artifact://23298",
"artifact://23297",
"artifact://23293"
],
"selected_trace": {
"created_at": "2026-04-16T00:14:54.242964+00:00",
"duration_ms": 32,
"ended_at": "2026-04-16T00:14:54.261746+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T00:14:54.229703+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "88bfea87221b4d8f97526cf0c0e5a60e"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T00:14:54.262246+00:00",
"duration_ms": 32,
"end_ts": "2026-04-16T00:14:54.261746+00:00",
"ended_at": "2026-04-16T00:14:54.261746+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 8704,
"input_ref": "artifact://23293",
"inputs_ref": "artifact://23293",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://23298",
"outputs_ref": "artifact://23298",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "c1baae4325154cb1a2358578b61f4aff",
"start_ts": "2026-04-16T00:14:54.229703+00:00",
"started_at": "2026-04-16T00:14:54.229703+00:00",
"status": "ok",
"trace_id": "88bfea87221b4d8f97526cf0c0e5a60e"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=88bfea87221b4d8f97526cf0c0e5a60e",
"trace_id": "88bfea87221b4d8f97526cf0c0e5a60e",
"traces": [
{
"created_at": "2026-04-16T01:50:54.241724+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": "2026-04-16T01:50:54.241724+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "f8556906970e40bfbb7230e4daf2ce9f"
},
{
"created_at": "2026-04-16T01:50:54.241226+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": "2026-04-16T01:50:54.241226+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "f81ccc8c31204f06b5b54600d9752de5"
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