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 |
|---|---|---|---|---|---|
| 2026-04-16T08:17:54.240501+00:00 | ? | ok |
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| 2026-04-16T08:17:54.240298+00:00 | ? | ok |
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| 2026-04-16T08:17:54.233178+00:00 | 2638 ms | ok |
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| 2026-04-16T08:17:54.229398+00:00 | 2661 ms | ok |
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| 2026-04-16T08:17:24.232673+00:00 | 2284 ms | ok |
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| 2026-04-16T08:17:24.229036+00:00 | 2307 ms | ok |
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| 2026-04-16T08:17:09.241067+00:00 | ? | ok |
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| 2026-04-16T08:16:54.240378+00:00 | ? | ok |
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| 2026-04-16T08:16:54.232439+00:00 | 2710 ms | ok |
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| 2026-04-16T08:16:54.229635+00:00 | 2733 ms | ok |
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| 2026-04-16T08:16:24.241045+00:00 | ? | ok |
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| 2026-04-16T08:16:24.232084+00:00 | 2310 ms | ok |
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| 2026-04-16T08:16:24.229095+00:00 | 2332 ms | ok |
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| 2026-04-16T08:15:54.240413+00:00 | ? | ok |
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| 2026-04-16T08:15:54.232780+00:00 | 2619 ms | ok |
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| 2026-04-16T08:15:54.229315+00:00 | 2643 ms | ok |
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| 2026-04-16T08:15:39.240266+00:00 | ? | ok |
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| 2026-04-16T08:15:24.232223+00:00 | 3297 ms | ok |
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| 2026-04-16T08:15:24.229036+00:00 | 3319 ms | ok |
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| 2026-04-16T08:14:54.243777+00:00 | 2698 ms | ok |
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| 2026-04-16T08:14:54.240910+00:00 | ? | ok |
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| 2026-04-16T08:14:54.240910+00:00 | ? | ok |
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| 2026-04-16T08:14:54.229398+00:00 | 30 ms | ok |
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| 2026-04-16T08:14:54.240414+00:00 | 2721 ms | ok |
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| 2026-04-16T08:14:24.233141+00:00 | 2315 ms | ok |
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| 2026-04-16T08:14:24.229721+00:00 | 2339 ms | ok |
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| 2026-04-16T08:14:09.240302+00:00 | ? | ok |
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| 2026-04-16T08:13:54.240451+00:00 | ? | ok |
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| 2026-04-16T08:13:54.232777+00:00 | 2297 ms | ok |
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| 2026-04-16T08:13:54.229801+00:00 | 2322 ms | ok |
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| 2026-04-16T08:13:24.241290+00:00 | ? | ok |
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| 2026-04-16T08:13:24.232434+00:00 | 2776 ms | ok |
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| 2026-04-16T08:13:24.229001+00:00 | 2798 ms | ok |
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| 2026-04-16T08:13:15.104604+00:00 | 1397 ms | ok |
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| 2026-04-16T08:13:14.365685+00:00 | ? | ok |
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| 2026-04-16T08:12:54.240676+00:00 | ? | ok |
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| 2026-04-16T08:12:54.232018+00:00 | 2262 ms | ok |
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| 2026-04-16T08:12:54.229006+00:00 | 2287 ms | ok |
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| 2026-04-16T08:12:39.240232+00:00 | ? | ok |
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| 2026-04-16T08:12:27.634346+00:00 | 2632 ms | ok |
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| 2026-04-16T08:12:24.232750+00:00 | 1348 ms | error |
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| 2026-04-16T08:12:24.229656+00:00 | 6058 ms | ok |
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| 2026-04-16T08:11:54.240838+00:00 | ? | ok |
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| 2026-04-16T08:11:54.240837+00:00 | ? | ok |
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| 2026-04-16T08:11:54.232320+00:00 | 2489 ms | ok |
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| 2026-04-16T08:11:54.228993+00:00 | 2512 ms | ok |
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| 2026-04-16T08:11:24.232292+00:00 | 3318 ms | ok |
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| 2026-04-16T08:11:24.229024+00:00 | 3343 ms | ok |
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| 2026-04-16T08:11:09.240275+00:00 | ? | ok |
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| 2026-04-16T08:10:54.241470+00:00 | ? | ok |
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| 2026-04-16T08:10:54.233283+00:00 | 2669 ms | ok |
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| 2026-04-16T08:10:54.229437+00:00 | 2692 ms | ok |
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| 2026-04-16T08:10:24.240337+00:00 | ? | ok |
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| 2026-04-16T08:10:24.232227+00:00 | 2282 ms | ok |
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| 2026-04-16T08:10:24.229304+00:00 | 2304 ms | ok |
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| 2026-04-16T08:09:54.244457+00:00 | 4185 ms | ok |
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| 2026-04-16T08:09:54.241334+00:00 | ? | ok |
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| 2026-04-16T08:09:54.240148+00:00 | 4208 ms | ok |
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| 2026-04-16T08:09:54.229700+00:00 | 30 ms | ok |
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| 2026-04-16T08:09:39.240783+00:00 | ? | ok |
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| 2026-04-16T08:09:24.232019+00:00 | 2274 ms | ok |
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| 2026-04-16T08:09:24.229498+00:00 | 2298 ms | ok |
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| 2026-04-16T08:08:54.240627+00:00 | ? | ok |
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| 2026-04-16T08:08:54.240562+00:00 | ? | ok |
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| 2026-04-16T08:08:54.232354+00:00 | 2676 ms | ok |
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| 2026-04-16T08:08:54.229345+00:00 | 2701 ms | ok |
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| 2026-04-16T08:08:24.233054+00:00 | 2293 ms | ok |
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| 2026-04-16T08:08:24.229414+00:00 | 2316 ms | ok |
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| 2026-04-16T08:08:09.240413+00:00 | ? | ok |
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| 2026-04-16T08:07:54.240912+00:00 | ? | ok |
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| 2026-04-16T08:07:54.234041+00:00 | 2229 ms | ok |
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| 2026-04-16T08:07:54.229817+00:00 | 2251 ms | ok |
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| 2026-04-16T08:07:24.240582+00:00 | ? | ok |
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| 2026-04-16T08:07:24.232776+00:00 | 2720 ms | ok |
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| 2026-04-16T08:07:24.229501+00:00 | 2743 ms | ok |
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| 2026-04-16T08:06:56.962383+00:00 | 2231 ms | ok |
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| 2026-04-16T08:06:54.241236+00:00 | ? | ok |
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| 2026-04-16T08:06:54.232073+00:00 | 460 ms | error |
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| 2026-04-16T08:06:54.228997+00:00 | 4984 ms | ok |
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| 2026-04-16T08:06:39.240200+00:00 | ? | ok |
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| 2026-04-16T08:06:24.232579+00:00 | 3576 ms | ok |
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| 2026-04-16T08:06:24.229062+00:00 | 3598 ms | ok |
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| 2026-04-16T08:05:54.241342+00:00 | ? | ok |
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| 2026-04-16T08:05:54.240795+00:00 | ? | ok |
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| 2026-04-16T08:05:54.232827+00:00 | 2758 ms | ok |
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| 2026-04-16T08:05:54.229537+00:00 | 2783 ms | ok |
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| 2026-04-16T08:05:24.233049+00:00 | 2606 ms | ok |
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| 2026-04-16T08:05:24.229616+00:00 | 2628 ms | ok |
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| 2026-04-16T08:05:09.240369+00:00 | ? | ok |
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| 2026-04-16T08:04:54.245167+00:00 | 2289 ms | ok |
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| 2026-04-16T08:04:54.240496+00:00 | ? | ok |
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| 2026-04-16T08:04:54.239204+00:00 | 2314 ms | ok |
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| 2026-04-16T08:04:54.229241+00:00 | 28 ms | ok |
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| 2026-04-16T08:04:24.240593+00:00 | ? | ok |
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| 2026-04-16T08:04:24.232640+00:00 | 2666 ms | ok |
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| 2026-04-16T08:04:24.229534+00:00 | 2688 ms | ok |
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| 2026-04-16T08:03:54.241535+00:00 | ? | ok |
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| 2026-04-16T08:03:54.232531+00:00 | 2219 ms | ok |
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| 2026-04-16T08:03:54.229579+00:00 | 2241 ms | ok |
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| 2026-04-16T08:03:39.240773+00:00 | ? | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
27 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T06:34:54.228926+00:00
27 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-16T06:34:54.255773+00:00 | artifact://31589 | |
| news.pipeline.lock_skipped | 2026-04-16T06:34:54.245821+00:00 | artifact://31588 | |
| news.run_pipeline.inputs | 2026-04-16T06:34:54.240845+00:00 | artifact://31584 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T08:12:24.232750+00:00
160 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T08:01:04.256110+00:00
49 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
5
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T06:34:54.255773+00:00",
"id": 31589,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://31589",
"store": "postgres",
"trace_id": "eed51a0815dc4ffd8428d0845f7f0862"
},
{
"created_at": "2026-04-16T06:34:54.245821+00:00",
"id": 31588,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T06:34:54.245426+00:00"
},
"ref": "artifact://31588",
"store": "postgres",
"trace_id": "eed51a0815dc4ffd8428d0845f7f0862"
},
{
"created_at": "2026-04-16T06:34:54.240845+00:00",
"id": 31584,
"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 0x7e6e24c0e2a0\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:1776319200\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T06:00:00+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://30715\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://30726\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.513550013631865, \"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\": -0.08410719154237498}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.1247, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1022, \"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://30879\", \"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\": \"bullish\", \"bullish_signals\": [\"cross_exchange_funding_negative:-0.0000 \u2014 shorts overextended cross-exchange (squeeze risk)\", \"taker_buy_dominant:1.68 \u2014 aggressive market buying (bullish pressure)\", \"fear_greed_fear:23/100 \u2014 market fearful, cautious bullish\"],\u2026"
}
}
},
"ref": "artifact://31584",
"store": "postgres",
"trace_id": "eed51a0815dc4ffd8428d0845f7f0862"
}
],
"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": 5,
"hour": "2026-04-16T08:00:00"
}
],
"error_inbox": [
{
"count": 160,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T08:12:24.232750+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 49,
"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": "2026-04-16T08:01:04.256110+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=eed51a0815dc4ffd8428d0845f7f0862",
"refs": [
"artifact://31589",
"artifact://31588",
"artifact://31584"
],
"selected_trace": {
"created_at": "2026-04-16T06:34:54.239163+00:00",
"duration_ms": 27,
"ended_at": "2026-04-16T06:34:54.256572+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T06:34:54.228926+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "eed51a0815dc4ffd8428d0845f7f0862"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T06:34:54.257037+00:00",
"duration_ms": 27,
"end_ts": "2026-04-16T06:34:54.256572+00:00",
"ended_at": "2026-04-16T06:34:54.256572+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 11046,
"input_ref": "artifact://31584",
"inputs_ref": "artifact://31584",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://31589",
"outputs_ref": "artifact://31589",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "180dd0533de3429fa2f217f90252df3b",
"start_ts": "2026-04-16T06:34:54.228926+00:00",
"started_at": "2026-04-16T06:34:54.228926+00:00",
"status": "ok",
"trace_id": "eed51a0815dc4ffd8428d0845f7f0862"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=eed51a0815dc4ffd8428d0845f7f0862",
"trace_id": "eed51a0815dc4ffd8428d0845f7f0862",
"traces": [
{
"created_at": "2026-04-16T08:17:54.240501+00:00",
"duration_ms": null,
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