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 |
|---|---|---|---|---|---|
| 2026-04-16T01:18:54.241518+00:00 | ? | ok |
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| 2026-04-16T01:18:54.233385+00:00 | 2229 ms | ok |
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| 2026-04-16T01:18:54.229645+00:00 | 2258 ms | ok |
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| 2026-04-16T01:18:39.240755+00:00 | ? | ok |
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| 2026-04-16T01:18:24.232149+00:00 | 2672 ms | ok |
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| 2026-04-16T01:18:24.229076+00:00 | 2694 ms | ok |
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| 2026-04-16T01:17:54.240684+00:00 | ? | ok |
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| 2026-04-16T01:17:54.240613+00:00 | ? | ok |
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| 2026-04-16T01:17:54.232800+00:00 | 2221 ms | ok |
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| 2026-04-16T01:17:54.229065+00:00 | 2243 ms | ok |
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| 2026-04-16T01:17:26.883057+00:00 | 2703 ms | ok |
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| 2026-04-16T01:17:24.232668+00:00 | 467 ms | error |
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| 2026-04-16T01:17:24.229076+00:00 | 5375 ms | ok |
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| 2026-04-16T01:17:09.240237+00:00 | ? | ok |
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| 2026-04-16T01:16:54.240751+00:00 | ? | ok |
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| 2026-04-16T01:16:54.232826+00:00 | 2934 ms | ok |
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| 2026-04-16T01:16:54.229272+00:00 | 2958 ms | ok |
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| 2026-04-16T01:16:24.241240+00:00 | ? | ok |
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| 2026-04-16T01:16:24.232063+00:00 | 2640 ms | ok |
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| 2026-04-16T01:16:24.229000+00:00 | 2662 ms | ok |
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| 2026-04-16T01:15:54.240550+00:00 | ? | ok |
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| 2026-04-16T01:15:54.232016+00:00 | 2253 ms | ok |
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| 2026-04-16T01:15:54.229039+00:00 | 2276 ms | ok |
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| 2026-04-16T01:15:39.241152+00:00 | ? | ok |
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| 2026-04-16T01:15:24.232324+00:00 | 2785 ms | ok |
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| 2026-04-16T01:15:24.229011+00:00 | 2807 ms | ok |
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| 2026-04-16T01:14:54.246051+00:00 | 2310 ms | ok |
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| 2026-04-16T01:14:54.242690+00:00 | ? | ok |
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| 2026-04-16T01:14:54.240658+00:00 | 2335 ms | ok |
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| 2026-04-16T01:14:54.229732+00:00 | 32 ms | ok |
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| 2026-04-16T01:14:54.240459+00:00 | ? | ok |
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| 2026-04-16T01:14:24.232436+00:00 | 2596 ms | ok |
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| 2026-04-16T01:14:24.229470+00:00 | 2619 ms | ok |
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| 2026-04-16T01:14:09.240673+00:00 | ? | ok |
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| 2026-04-16T01:13:54.240455+00:00 | ? | ok |
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| 2026-04-16T01:13:54.233229+00:00 | 2323 ms | ok |
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| 2026-04-16T01:13:54.229261+00:00 | 2346 ms | ok |
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| 2026-04-16T01:13:24.241100+00:00 | ? | ok |
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| 2026-04-16T01:13:24.233481+00:00 | 2700 ms | ok |
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| 2026-04-16T01:13:24.229513+00:00 | 2723 ms | ok |
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| 2026-04-16T01:12:54.240276+00:00 | ? | ok |
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| 2026-04-16T01:12:54.232489+00:00 | 2250 ms | ok |
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| 2026-04-16T01:12:54.229025+00:00 | 2272 ms | ok |
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| 2026-04-16T01:12:39.240478+00:00 | ? | ok |
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| 2026-04-16T01:12:24.232524+00:00 | 2509 ms | ok |
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| 2026-04-16T01:12:24.229050+00:00 | 2531 ms | ok |
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| 2026-04-16T01:11:54.241024+00:00 | ? | ok |
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| 2026-04-16T01:11:54.240494+00:00 | ? | ok |
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| 2026-04-16T01:11:54.233595+00:00 | 2248 ms | ok |
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| 2026-04-16T01:11:54.229885+00:00 | 2273 ms | ok |
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| 2026-04-16T01:11:24.232579+00:00 | 2493 ms | ok |
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| 2026-04-16T01:11:24.229388+00:00 | 2516 ms | ok |
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| 2026-04-16T01:11:09.240310+00:00 | ? | ok |
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| 2026-04-16T01:10:54.240402+00:00 | ? | ok |
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| 2026-04-16T01:10:54.232898+00:00 | 2252 ms | ok |
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| 2026-04-16T01:10:54.229394+00:00 | 2276 ms | ok |
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| 2026-04-16T01:10:24.240498+00:00 | ? | ok |
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| 2026-04-16T01:10:24.232932+00:00 | 2466 ms | ok |
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| 2026-04-16T01:10:24.229477+00:00 | 2491 ms | ok |
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| 2026-04-16T01:09:54.245672+00:00 | 2222 ms | ok |
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| 2026-04-16T01:09:54.240881+00:00 | 2245 ms | ok |
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| 2026-04-16T01:09:54.229049+00:00 | 36 ms | ok |
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| 2026-04-16T01:09:54.240466+00:00 | ? | ok |
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| 2026-04-16T01:09:39.241297+00:00 | ? | ok |
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| 2026-04-16T01:09:24.232590+00:00 | 2823 ms | ok |
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| 2026-04-16T01:09:24.229444+00:00 | 2845 ms | ok |
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| 2026-04-16T01:08:54.240612+00:00 | ? | ok |
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| 2026-04-16T01:08:54.240602+00:00 | ? | ok |
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| 2026-04-16T01:08:54.233089+00:00 | 2233 ms | ok |
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| 2026-04-16T01:08:54.228979+00:00 | 2265 ms | ok |
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| 2026-04-16T01:08:24.233747+00:00 | 2228 ms | ok |
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| 2026-04-16T01:08:24.230597+00:00 | 2250 ms | ok |
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| 2026-04-16T01:08:09.240929+00:00 | ? | ok |
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| 2026-04-16T01:07:54.240697+00:00 | ? | ok |
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| 2026-04-16T01:07:54.234335+00:00 | 2940 ms | ok |
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| 2026-04-16T01:07:54.229505+00:00 | 2965 ms | ok |
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| 2026-04-16T01:07:24.240524+00:00 | ? | ok |
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| 2026-04-16T01:07:24.232963+00:00 | 2225 ms | ok |
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| 2026-04-16T01:07:24.229580+00:00 | 2249 ms | ok |
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| 2026-04-16T01:06:54.240601+00:00 | ? | ok |
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| 2026-04-16T01:06:54.233510+00:00 | 2713 ms | ok |
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| 2026-04-16T01:06:54.229684+00:00 | 2736 ms | ok |
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| 2026-04-16T01:06:39.240797+00:00 | ? | ok |
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| 2026-04-16T01:06:24.233327+00:00 | 3678 ms | ok |
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| 2026-04-16T01:06:24.229154+00:00 | 3701 ms | ok |
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| 2026-04-16T01:05:56.683908+00:00 | 2673 ms | ok |
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| 2026-04-16T01:05:54.240889+00:00 | ? | ok |
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| 2026-04-16T01:05:54.240848+00:00 | ? | ok |
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| 2026-04-16T01:05:54.233720+00:00 | 467 ms | error |
?
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| 2026-04-16T01:05:54.229663+00:00 | 5146 ms | ok |
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| 2026-04-16T01:05:24.233094+00:00 | 2293 ms | ok |
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| 2026-04-16T01:05:24.230277+00:00 | 2315 ms | ok |
?
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| 2026-04-16T01:05:09.240560+00:00 | ? | ok |
?
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| 2026-04-16T01:04:56.869132+00:00 | 2769 ms | ok |
?
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| 2026-04-16T01:04:54.245173+00:00 | 464 ms | error |
?
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| 2026-04-16T01:04:54.240494+00:00 | ? | ok |
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| 2026-04-16T01:04:54.239320+00:00 | 5426 ms | ok |
?
|
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| 2026-04-16T01:04:54.229044+00:00 | 29 ms | ok |
?
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| 2026-04-16T01:04:24.240421+00:00 | ? | ok |
?
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| 2026-04-16T01:04:24.232264+00:00 | 2248 ms | ok |
?
|
Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
34 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-15T23:49:54.228951+00:00
34 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-15T23:49:54.261980+00:00 | artifact://22592 | |
| news.pipeline.lock_skipped | 2026-04-15T23:49:54.260095+00:00 | artifact://22591 | |
| news.run_pipeline.inputs | 2026-04-15T23:49:54.241846+00:00 | artifact://22587 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T01:17:24.232668+00:00
85 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
4
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-15T23:49:54.261980+00:00",
"id": 22592,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://22592",
"store": "postgres",
"trace_id": "2a78093ae56243218d6e5aa1d33ecc7c"
},
{
"created_at": "2026-04-15T23:49:54.260095+00:00",
"id": 22591,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-15T23:49:54.248536+00:00"
},
"ref": "artifact://22591",
"store": "postgres",
"trace_id": "2a78093ae56243218d6e5aa1d33ecc7c"
},
{
"created_at": "2026-04-15T23:49:54.241846+00:00",
"id": 22587,
"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:1776294000\", \"analysis_candle_bucket_iso\": \"1h:2026-04-15T23:00:00+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://21487\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://21498\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5138409107239046, \"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\": -0.08514610972823075}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.127, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1041, \"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://21649\", \"title\": \"None\", \"why\": \"Judgement artifact used as trust source\"}], \"rejected_refs\": [], \"signal\": {}, \"trust_score\": null, \"usable\": null}, \"onchain\": {\"bearish_signals\": [\"mempool_quiet:1_sat/vB \u2014 Bitcoin mempool nearly empty, low activity\"], \"bias\": \"neutral\", \"bullish_signals\": [\"cross_exchange_funding_negative:-0.0001 \u2014 shorts overextended cross-exchange (squeeze risk)\", \"fear_greed_fear:23/100 \u2014 market fearful, cautious bullish\"], \"confidence\": 0.6416, \"constraints\": {}, \"data_quality\": \"live\", \"deriva\u2026"
}
}
},
"ref": "artifact://22587",
"store": "postgres",
"trace_id": "2a78093ae56243218d6e5aa1d33ecc7c"
}
],
"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": 4,
"hour": "2026-04-16T01:00:00"
}
],
"error_inbox": [
{
"count": 85,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T01:17:24.232668+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=2a78093ae56243218d6e5aa1d33ecc7c",
"refs": [
"artifact://22592",
"artifact://22591",
"artifact://22587"
],
"selected_trace": {
"created_at": "2026-04-15T23:49:54.239335+00:00",
"duration_ms": 34,
"ended_at": "2026-04-15T23:49:54.263124+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-15T23:49:54.228951+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "2a78093ae56243218d6e5aa1d33ecc7c"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-15T23:49:54.263631+00:00",
"duration_ms": 34,
"end_ts": "2026-04-15T23:49:54.263124+00:00",
"ended_at": "2026-04-15T23:49:54.263124+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 8495,
"input_ref": "artifact://22587",
"inputs_ref": "artifact://22587",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://22592",
"outputs_ref": "artifact://22592",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "41b418f9e4814f5f82b5d34c46cdb5b6",
"start_ts": "2026-04-15T23:49:54.228951+00:00",
"started_at": "2026-04-15T23:49:54.228951+00:00",
"status": "ok",
"trace_id": "2a78093ae56243218d6e5aa1d33ecc7c"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=2a78093ae56243218d6e5aa1d33ecc7c",
"trace_id": "2a78093ae56243218d6e5aa1d33ecc7c",
"traces": [
{
"created_at": "2026-04-16T01:18:54.241518+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": "2026-04-16T01:18:54.241518+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "241db615129a4e4da94e46cdfbddba0a"
},
{
"created_at": "2026-04-16T01:18:54.233546+00:00",
"duration_ms": 2229,
"ended_at": "2026-04-16T01:18:56.462398+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T01:18:54.233385+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "6b7a540a074447d298e34d4d655fddd1"
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