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 |
|---|---|---|---|---|---|
| 2026-04-16T06:04:24.240450+00:00 | ? | ok |
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| 2026-04-16T06:04:24.233681+00:00 | ? | ok |
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| 2026-04-16T06:04:24.229739+00:00 | ? | ok |
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| 2026-04-16T06:03:54.240596+00:00 | ? | ok |
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| 2026-04-16T06:03:54.233458+00:00 | 2515 ms | ok |
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| 2026-04-16T06:03:54.229653+00:00 | 2545 ms | ok |
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| 2026-04-16T06:03:39.240615+00:00 | ? | ok |
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| 2026-04-16T06:03:24.233093+00:00 | 3132 ms | ok |
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| 2026-04-16T06:03:24.229570+00:00 | 3155 ms | ok |
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| 2026-04-16T06:02:54.241041+00:00 | ? | ok |
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| 2026-04-16T06:02:54.240795+00:00 | ? | ok |
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| 2026-04-16T06:02:54.232113+00:00 | 2654 ms | ok |
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| 2026-04-16T06:02:54.229046+00:00 | 2676 ms | ok |
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| 2026-04-16T06:02:24.232666+00:00 | 2281 ms | ok |
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| 2026-04-16T06:02:24.229141+00:00 | 2304 ms | ok |
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| 2026-04-16T06:02:09.240792+00:00 | ? | ok |
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| 2026-04-16T06:01:54.240346+00:00 | ? | ok |
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| 2026-04-16T06:01:54.233437+00:00 | 3139 ms | ok |
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| 2026-04-16T06:01:54.230224+00:00 | 3162 ms | ok |
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| 2026-04-16T06:01:24.240350+00:00 | ? | ok |
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| 2026-04-16T06:01:24.232402+00:00 | 2229 ms | ok |
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| 2026-04-16T06:01:24.229314+00:00 | 2251 ms | ok |
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| 2026-04-16T06:00:54.255276+00:00 | 3355 ms | ok |
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| 2026-04-16T06:00:54.255673+00:00 | 8146 ms | error |
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| 2026-04-16T06:00:54.228996+00:00 | 3399 ms | ok |
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| 2026-04-16T06:00:54.229521+00:00 | 15453 ms | ok |
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| 2026-04-16T06:00:54.240818+00:00 | ? | ok |
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| 2026-04-16T06:00:39.241676+00:00 | ? | ok |
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| 2026-04-16T06:00:24.233241+00:00 | 2766 ms | ok |
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| 2026-04-16T06:00:24.229744+00:00 | 2788 ms | ok |
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| 2026-04-16T05:59:54.251338+00:00 | 2240 ms | ok |
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| 2026-04-16T05:59:54.243281+00:00 | 2269 ms | ok |
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| 2026-04-16T05:59:54.229047+00:00 | 35 ms | ok |
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| 2026-04-16T05:59:54.241576+00:00 | ? | ok |
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| 2026-04-16T05:59:54.241521+00:00 | ? | ok |
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| 2026-04-16T05:59:24.233608+00:00 | 2579 ms | ok |
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| 2026-04-16T05:59:24.229290+00:00 | 2604 ms | ok |
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| 2026-04-16T05:59:09.240406+00:00 | ? | ok |
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| 2026-04-16T05:59:07.655539+00:00 | 1385 ms | ok |
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| 2026-04-16T05:59:06.913787+00:00 | ? | ok |
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| 2026-04-16T05:58:54.240626+00:00 | ? | ok |
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| 2026-04-16T05:58:54.232548+00:00 | 2219 ms | ok |
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| 2026-04-16T05:58:54.229502+00:00 | 2240 ms | ok |
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| 2026-04-16T05:58:24.240446+00:00 | ? | ok |
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| 2026-04-16T05:58:24.232569+00:00 | 2529 ms | ok |
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| 2026-04-16T05:58:24.229586+00:00 | 2551 ms | ok |
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| 2026-04-16T05:57:54.240875+00:00 | ? | ok |
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| 2026-04-16T05:57:54.232735+00:00 | 2313 ms | ok |
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| 2026-04-16T05:57:54.229264+00:00 | 2337 ms | ok |
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| 2026-04-16T05:57:39.240683+00:00 | ? | ok |
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| 2026-04-16T05:57:24.232257+00:00 | 2242 ms | ok |
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| 2026-04-16T05:57:24.229024+00:00 | 2265 ms | ok |
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| 2026-04-16T05:56:54.240885+00:00 | ? | ok |
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| 2026-04-16T05:56:54.240859+00:00 | ? | ok |
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| 2026-04-16T05:56:54.232425+00:00 | 2653 ms | ok |
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| 2026-04-16T05:56:54.229303+00:00 | 2677 ms | ok |
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| 2026-04-16T05:56:26.903773+00:00 | 2200 ms | ok |
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| 2026-04-16T05:56:24.231561+00:00 | 840 ms | error |
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| 2026-04-16T05:56:24.228966+00:00 | 4895 ms | ok |
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| 2026-04-16T05:56:09.240813+00:00 | ? | ok |
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| 2026-04-16T05:55:54.240590+00:00 | ? | ok |
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| 2026-04-16T05:55:54.232380+00:00 | 2221 ms | ok |
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| 2026-04-16T05:55:54.229173+00:00 | 2247 ms | ok |
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| 2026-04-16T05:55:26.931168+00:00 | 2580 ms | ok |
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| 2026-04-16T05:55:24.240551+00:00 | ? | ok |
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| 2026-04-16T05:55:24.233820+00:00 | 675 ms | error |
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| 2026-04-16T05:55:24.229131+00:00 | 5302 ms | ok |
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| 2026-04-16T05:54:54.246794+00:00 | 2239 ms | ok |
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| 2026-04-16T05:54:54.240787+00:00 | ? | ok |
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| 2026-04-16T05:54:54.229173+00:00 | 29 ms | ok |
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| 2026-04-16T05:54:54.239969+00:00 | 2265 ms | ok |
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| 2026-04-16T05:54:39.240687+00:00 | ? | ok |
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| 2026-04-16T05:54:24.232602+00:00 | 2552 ms | ok |
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| 2026-04-16T05:54:24.229269+00:00 | 2574 ms | ok |
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| 2026-04-16T05:53:54.242627+00:00 | ? | ok |
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| 2026-04-16T05:53:54.241912+00:00 | ? | ok |
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| 2026-04-16T05:53:54.232556+00:00 | 2255 ms | ok |
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| 2026-04-16T05:53:54.229580+00:00 | 2277 ms | ok |
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| 2026-04-16T05:53:24.232893+00:00 | 2208 ms | ok |
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| 2026-04-16T05:53:24.229441+00:00 | 2232 ms | ok |
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| 2026-04-16T05:53:09.240679+00:00 | ? | ok |
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| 2026-04-16T05:52:56.419553+00:00 | 2776 ms | ok |
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| 2026-04-16T05:52:54.240879+00:00 | ? | ok |
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| 2026-04-16T05:52:54.231642+00:00 | 456 ms | error |
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| 2026-04-16T05:52:54.229130+00:00 | 4985 ms | ok |
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| 2026-04-16T05:52:26.976994+00:00 | 2580 ms | ok |
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| 2026-04-16T05:52:24.240704+00:00 | ? | ok |
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| 2026-04-16T05:52:24.232131+00:00 | 460 ms | error |
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| 2026-04-16T05:52:24.229102+00:00 | 5347 ms | ok |
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| 2026-04-16T05:51:54.241375+00:00 | ? | ok |
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| 2026-04-16T05:51:54.231981+00:00 | 2217 ms | ok |
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| 2026-04-16T05:51:54.229238+00:00 | 2238 ms | ok |
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| 2026-04-16T05:51:39.240597+00:00 | ? | ok |
?
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| 2026-04-16T05:51:24.232105+00:00 | 2673 ms | ok |
?
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| 2026-04-16T05:51:24.229054+00:00 | 2694 ms | ok |
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| 2026-04-16T05:50:56.437731+00:00 | 2280 ms | ok |
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| 2026-04-16T05:50:54.241653+00:00 | ? | ok |
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| 2026-04-16T05:50:54.240738+00:00 | ? | ok |
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| 2026-04-16T05:50:54.234419+00:00 | 481 ms | error |
?
|
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| 2026-04-16T05:50:54.229548+00:00 | 4507 ms | ok |
?
|
Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
28 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T04:19:54.229533+00:00
28 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-16T04:19:54.257067+00:00 | artifact://28656 | |
| news.pipeline.lock_skipped | 2026-04-16T04:19:54.247703+00:00 | artifact://28655 | |
| news.run_pipeline.inputs | 2026-04-16T04:19:54.241985+00:00 | artifact://28649 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T05:56:24.231561+00:00
138 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T06:01:03.984660+00:00
43 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
4
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T04:19:54.257067+00:00",
"id": 28656,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://28656",
"store": "postgres",
"trace_id": "30334f3f06c147d6b662df872ffae29a"
},
{
"created_at": "2026-04-16T04:19:54.247703+00:00",
"id": 28655,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T04:19:54.247318+00:00"
},
"ref": "artifact://28655",
"store": "postgres",
"trace_id": "30334f3f06c147d6b662df872ffae29a"
},
{
"created_at": "2026-04-16T04:19:54.241985+00:00",
"id": 28649,
"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:1776312000\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T04:00:00+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://28080\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://28091\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5135289118540524, \"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\": -0.08403182805018712}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.1251, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1026, \"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://28244\", \"title\": \"None\", \"why\": \"Judgement artifact used as trust source\"}], \"rejected_refs\": [], \"signal\": {}, \"trust_score\": null, \"usable\": null}, \"onchain\": {\"bearish_signals\": [], \"bias\": \"bullish\", \"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\"], \"confidence\": 0.5896, \"constraints\": {}, \"data_quality\": \"live\", \"derivatives_signal\": \"neutral\", \"exchange_flow_signal\": \"neutral\", \"explan\u2026"
}
}
},
"ref": "artifact://28649",
"store": "postgres",
"trace_id": "30334f3f06c147d6b662df872ffae29a"
}
],
"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": 4,
"hour": "2026-04-16T06:00:00"
}
],
"error_inbox": [
{
"count": 138,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T05:56:24.231561+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 43,
"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": "2026-04-16T06:01:03.984660+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=30334f3f06c147d6b662df872ffae29a",
"refs": [
"artifact://28656",
"artifact://28655",
"artifact://28649"
],
"selected_trace": {
"created_at": "2026-04-16T04:19:54.240030+00:00",
"duration_ms": 28,
"ended_at": "2026-04-16T04:19:54.257790+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T04:19:54.229533+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "30334f3f06c147d6b662df872ffae29a"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T04:19:54.258208+00:00",
"duration_ms": 28,
"end_ts": "2026-04-16T04:19:54.257790+00:00",
"ended_at": "2026-04-16T04:19:54.257790+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 10219,
"input_ref": "artifact://28649",
"inputs_ref": "artifact://28649",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://28656",
"outputs_ref": "artifact://28656",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "1609c63218aa4b79ae9c8f352f9d786c",
"start_ts": "2026-04-16T04:19:54.229533+00:00",
"started_at": "2026-04-16T04:19:54.229533+00:00",
"status": "ok",
"trace_id": "30334f3f06c147d6b662df872ffae29a"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=30334f3f06c147d6b662df872ffae29a",
"trace_id": "30334f3f06c147d6b662df872ffae29a",
"traces": [
{
"created_at": "2026-04-16T06:04:24.240450+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": "2026-04-16T06:04:24.240450+00:00",
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