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 |
|---|---|---|---|---|---|
| 2026-04-16T07:35:24.233021+00:00 | 2264 ms | ok |
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| 2026-04-16T07:35:24.229077+00:00 | 2287 ms | ok |
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| 2026-04-16T07:35:09.240301+00:00 | ? | ok |
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| 2026-04-16T07:34:54.246923+00:00 | 2810 ms | ok |
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| 2026-04-16T07:34:54.229418+00:00 | 31 ms | ok |
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| 2026-04-16T07:34:54.241161+00:00 | 2834 ms | ok |
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| 2026-04-16T07:34:54.240379+00:00 | ? | ok |
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| 2026-04-16T07:34:24.241042+00:00 | ? | ok |
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| 2026-04-16T07:34:24.232666+00:00 | 2296 ms | ok |
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| 2026-04-16T07:34:24.229662+00:00 | 2318 ms | ok |
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| 2026-04-16T07:33:54.240651+00:00 | ? | ok |
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| 2026-04-16T07:33:54.232786+00:00 | 2750 ms | ok |
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| 2026-04-16T07:33:54.229399+00:00 | 2773 ms | ok |
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| 2026-04-16T07:33:39.241782+00:00 | ? | ok |
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| 2026-04-16T07:33:24.232371+00:00 | 2308 ms | ok |
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| 2026-04-16T07:33:24.229074+00:00 | 2330 ms | ok |
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| 2026-04-16T07:33:06.395824+00:00 | 5120 ms | ok |
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| 2026-04-16T07:32:54.240718+00:00 | ? | ok |
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| 2026-04-16T07:32:54.240684+00:00 | ? | ok |
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| 2026-04-16T07:32:54.233242+00:00 | 2221 ms | ok |
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| 2026-04-16T07:32:54.229530+00:00 | 2244 ms | ok |
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| 2026-04-16T07:32:24.232182+00:00 | 3153 ms | ok |
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| 2026-04-16T07:32:24.229111+00:00 | 3176 ms | ok |
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| 2026-04-16T07:32:09.240672+00:00 | ? | ok |
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| 2026-04-16T07:32:00.461499+00:00 | 5137 ms | ok |
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| 2026-04-16T07:31:54.240345+00:00 | ? | ok |
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| 2026-04-16T07:31:54.234176+00:00 | 2349 ms | ok |
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| 2026-04-16T07:31:54.229418+00:00 | 2372 ms | ok |
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| 2026-04-16T07:31:24.240880+00:00 | ? | ok |
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| 2026-04-16T07:31:24.232656+00:00 | 2903 ms | ok |
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| 2026-04-16T07:31:24.229517+00:00 | 2925 ms | ok |
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| 2026-04-16T07:30:57.618241+00:00 | 5020 ms | ok |
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| 2026-04-16T07:30:54.240734+00:00 | ? | ok |
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| 2026-04-16T07:30:54.234111+00:00 | 2982 ms | ok |
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| 2026-04-16T07:30:54.229815+00:00 | 3006 ms | ok |
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| 2026-04-16T07:30:39.240281+00:00 | ? | ok |
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| 2026-04-16T07:30:24.232273+00:00 | 2619 ms | ok |
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| 2026-04-16T07:30:24.229115+00:00 | 2643 ms | ok |
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| 2026-04-16T07:29:54.248546+00:00 | 2278 ms | ok |
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| 2026-04-16T07:29:54.241616+00:00 | ? | ok |
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| 2026-04-16T07:29:54.240638+00:00 | ? | ok |
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| 2026-04-16T07:29:54.239683+00:00 | 2306 ms | ok |
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| 2026-04-16T07:29:54.229176+00:00 | 32 ms | ok |
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| 2026-04-16T07:29:26.459406+00:00 | 2688 ms | ok |
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| 2026-04-16T07:29:24.232120+00:00 | 464 ms | error |
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| 2026-04-16T07:29:24.229379+00:00 | 4939 ms | ok |
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| 2026-04-16T07:29:09.240307+00:00 | ? | ok |
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| 2026-04-16T07:28:54.240508+00:00 | ? | ok |
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| 2026-04-16T07:28:54.235399+00:00 | 3155 ms | ok |
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| 2026-04-16T07:28:54.229832+00:00 | 3180 ms | ok |
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| 2026-04-16T07:28:24.240117+00:00 | ? | ok |
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| 2026-04-16T07:28:24.231778+00:00 | 2651 ms | ok |
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| 2026-04-16T07:28:24.228998+00:00 | 2677 ms | ok |
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| 2026-04-16T07:27:54.240402+00:00 | ? | ok |
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| 2026-04-16T07:27:54.234993+00:00 | 2323 ms | ok |
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| 2026-04-16T07:27:54.229847+00:00 | 2348 ms | ok |
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| 2026-04-16T07:27:39.240925+00:00 | ? | ok |
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| 2026-04-16T07:27:24.232743+00:00 | 2761 ms | ok |
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| 2026-04-16T07:27:24.229308+00:00 | 2783 ms | ok |
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| 2026-04-16T07:26:54.241550+00:00 | ? | ok |
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| 2026-04-16T07:26:54.240392+00:00 | ? | ok |
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| 2026-04-16T07:26:54.233007+00:00 | 2507 ms | ok |
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| 2026-04-16T07:26:54.229269+00:00 | 2531 ms | ok |
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| 2026-04-16T07:26:24.232846+00:00 | 3481 ms | ok |
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| 2026-04-16T07:26:24.229615+00:00 | 3503 ms | ok |
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| 2026-04-16T07:26:09.241013+00:00 | ? | ok |
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| 2026-04-16T07:25:54.240496+00:00 | ? | ok |
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| 2026-04-16T07:25:54.232099+00:00 | 2245 ms | ok |
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| 2026-04-16T07:25:54.229073+00:00 | 2267 ms | ok |
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| 2026-04-16T07:25:24.240382+00:00 | ? | ok |
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| 2026-04-16T07:25:24.232776+00:00 | 2620 ms | ok |
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| 2026-04-16T07:25:24.229573+00:00 | 2642 ms | ok |
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| 2026-04-16T07:24:54.243631+00:00 | 2372 ms | ok |
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| 2026-04-16T07:24:54.240828+00:00 | ? | ok |
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| 2026-04-16T07:24:54.240031+00:00 | 2396 ms | ok |
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| 2026-04-16T07:24:54.229510+00:00 | 31 ms | ok |
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| 2026-04-16T07:24:39.240737+00:00 | ? | ok |
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| 2026-04-16T07:24:24.232935+00:00 | 2654 ms | ok |
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| 2026-04-16T07:24:24.229051+00:00 | 2678 ms | ok |
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| 2026-04-16T07:23:54.240868+00:00 | ? | ok |
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| 2026-04-16T07:23:54.240368+00:00 | ? | ok |
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| 2026-04-16T07:23:54.232095+00:00 | 2333 ms | ok |
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| 2026-04-16T07:23:54.229022+00:00 | 2356 ms | ok |
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| 2026-04-16T07:23:24.232791+00:00 | 2601 ms | ok |
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| 2026-04-16T07:23:24.229635+00:00 | 2624 ms | ok |
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| 2026-04-16T07:23:09.241173+00:00 | ? | ok |
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| 2026-04-16T07:22:56.640763+00:00 | 3204 ms | ok |
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| 2026-04-16T07:22:54.240814+00:00 | ? | ok |
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| 2026-04-16T07:22:54.233863+00:00 | 474 ms | error |
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| 2026-04-16T07:22:54.229720+00:00 | 5634 ms | ok |
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| 2026-04-16T07:22:24.240298+00:00 | ? | ok |
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| 2026-04-16T07:22:24.232463+00:00 | 2646 ms | ok |
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| 2026-04-16T07:22:24.229235+00:00 | 2668 ms | ok |
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| 2026-04-16T07:21:54.240476+00:00 | ? | ok |
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| 2026-04-16T07:21:54.237894+00:00 | 2269 ms | ok |
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| 2026-04-16T07:21:54.230676+00:00 | 2297 ms | ok |
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| 2026-04-16T07:21:39.240088+00:00 | ? | ok |
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| 2026-04-16T07:21:24.232479+00:00 | 2536 ms | ok |
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| 2026-04-16T07:21:24.229355+00:00 | 2561 ms | ok |
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| 2026-04-16T07:20:54.240540+00:00 | ? | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
35 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T05:59:54.229047+00:00
35 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-16T05:59:54.253531+00:00 | artifact://30671 | |
| news.pipeline.lock_skipped | 2026-04-16T05:59:54.252175+00:00 | artifact://30669 | |
| news.run_pipeline.inputs | 2026-04-16T05:59:54.246151+00:00 | artifact://30663 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T07:29:24.232120+00:00
155 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T07:01:04.170416+00:00
46 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
10
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T05:59:54.253531+00:00",
"id": 30671,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://30671",
"store": "postgres",
"trace_id": "83d40f96e2c0422d851d80db375ea333"
},
{
"created_at": "2026-04-16T05:59:54.252175+00:00",
"id": 30669,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T05:59:54.251505+00:00"
},
"ref": "artifact://30669",
"store": "postgres",
"trace_id": "83d40f96e2c0422d851d80db375ea333"
},
{
"created_at": "2026-04-16T05:59:54.246151+00:00",
"id": 30663,
"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 0x7e6efc51fec0\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:1776315600\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T05:00:00+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://29399\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://29410\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5135109722171026, \"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\": -0.0839677579182236}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.1254, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1029, \"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://29555\", \"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:-0.0000 \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://30663",
"store": "postgres",
"trace_id": "83d40f96e2c0422d851d80db375ea333"
}
],
"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": 10,
"hour": "2026-04-16T07:00:00"
}
],
"error_inbox": [
{
"count": 155,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T07:29:24.232120+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 46,
"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": "2026-04-16T07:01:04.170416+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=83d40f96e2c0422d851d80db375ea333",
"refs": [
"artifact://30671",
"artifact://30669",
"artifact://30663"
],
"selected_trace": {
"created_at": "2026-04-16T05:59:54.242973+00:00",
"duration_ms": 35,
"ended_at": "2026-04-16T05:59:54.264444+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T05:59:54.229047+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "83d40f96e2c0422d851d80db375ea333"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T05:59:54.266340+00:00",
"duration_ms": 35,
"end_ts": "2026-04-16T05:59:54.264444+00:00",
"ended_at": "2026-04-16T05:59:54.264444+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 10778,
"input_ref": "artifact://30663",
"inputs_ref": "artifact://30663",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://30671",
"outputs_ref": "artifact://30671",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "d95f67262f5f410d89d81a2ab80a7cff",
"start_ts": "2026-04-16T05:59:54.229047+00:00",
"started_at": "2026-04-16T05:59:54.229047+00:00",
"status": "ok",
"trace_id": "83d40f96e2c0422d851d80db375ea333"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=83d40f96e2c0422d851d80db375ea333",
"trace_id": "83d40f96e2c0422d851d80db375ea333",
"traces": [
{
"created_at": "2026-04-16T07:35:24.233166+00:00",
"duration_ms": 2264,
"ended_at": "2026-04-16T07:35:26.497754+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
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