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 |
|---|---|---|---|---|---|
| 2026-04-16T03:14:27.040063+00:00 | 2252 ms | ok |
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| 2026-04-16T03:14:24.232747+00:00 | 681 ms | error |
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| 2026-04-16T03:14:24.229307+00:00 | 5081 ms | ok |
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| 2026-04-16T03:14:09.240456+00:00 | ? | ok |
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| 2026-04-16T03:13:54.240440+00:00 | ? | ok |
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| 2026-04-16T03:13:54.233666+00:00 | 2667 ms | ok |
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| 2026-04-16T03:13:54.229594+00:00 | 2690 ms | ok |
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| 2026-04-16T03:13:24.240377+00:00 | ? | ok |
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| 2026-04-16T03:13:24.233316+00:00 | 2310 ms | ok |
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| 2026-04-16T03:13:24.229711+00:00 | 2333 ms | ok |
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| 2026-04-16T03:12:54.240661+00:00 | ? | ok |
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| 2026-04-16T03:12:54.232917+00:00 | 2680 ms | ok |
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| 2026-04-16T03:12:54.229697+00:00 | 2704 ms | ok |
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| 2026-04-16T03:12:39.241408+00:00 | ? | ok |
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| 2026-04-16T03:12:24.232534+00:00 | 2458 ms | ok |
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| 2026-04-16T03:12:24.229283+00:00 | 2482 ms | ok |
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| 2026-04-16T03:11:54.240801+00:00 | ? | ok |
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| 2026-04-16T03:11:54.240801+00:00 | ? | ok |
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| 2026-04-16T03:11:54.233063+00:00 | 2289 ms | ok |
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| 2026-04-16T03:11:54.229656+00:00 | 2313 ms | ok |
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| 2026-04-16T03:11:24.233337+00:00 | 3655 ms | ok |
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| 2026-04-16T03:11:24.229491+00:00 | 3677 ms | ok |
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| 2026-04-16T03:11:09.240222+00:00 | ? | ok |
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| 2026-04-16T03:10:54.240269+00:00 | ? | ok |
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| 2026-04-16T03:10:54.231538+00:00 | 2261 ms | ok |
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| 2026-04-16T03:10:54.228977+00:00 | 2287 ms | ok |
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| 2026-04-16T03:10:24.241269+00:00 | ? | ok |
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| 2026-04-16T03:10:24.232730+00:00 | 2771 ms | ok |
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| 2026-04-16T03:10:24.229621+00:00 | 2792 ms | ok |
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| 2026-04-16T03:09:54.243787+00:00 | 2266 ms | ok |
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| 2026-04-16T03:09:54.240666+00:00 | ? | ok |
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| 2026-04-16T03:09:54.240043+00:00 | 2288 ms | ok |
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| 2026-04-16T03:09:54.229756+00:00 | 29 ms | ok |
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| 2026-04-16T03:09:39.240319+00:00 | ? | ok |
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| 2026-04-16T03:09:24.232910+00:00 | 2726 ms | ok |
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| 2026-04-16T03:09:24.229055+00:00 | 2749 ms | ok |
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| 2026-04-16T03:08:54.240763+00:00 | ? | ok |
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| 2026-04-16T03:08:54.240720+00:00 | ? | ok |
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| 2026-04-16T03:08:54.232383+00:00 | 2479 ms | ok |
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| 2026-04-16T03:08:54.229263+00:00 | 2502 ms | ok |
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| 2026-04-16T03:08:24.232566+00:00 | 2640 ms | ok |
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| 2026-04-16T03:08:24.229068+00:00 | 2662 ms | ok |
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| 2026-04-16T03:08:09.240242+00:00 | ? | ok |
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| 2026-04-16T03:07:54.240464+00:00 | ? | ok |
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| 2026-04-16T03:07:54.232159+00:00 | 2252 ms | ok |
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| 2026-04-16T03:07:54.229423+00:00 | 2274 ms | ok |
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| 2026-04-16T03:07:24.240814+00:00 | ? | ok |
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| 2026-04-16T03:07:24.232599+00:00 | 2667 ms | ok |
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| 2026-04-16T03:07:24.229097+00:00 | 2690 ms | ok |
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| 2026-04-16T03:06:54.240595+00:00 | ? | ok |
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| 2026-04-16T03:06:54.233217+00:00 | 2284 ms | ok |
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| 2026-04-16T03:06:54.229572+00:00 | 2313 ms | ok |
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| 2026-04-16T03:06:39.240259+00:00 | ? | ok |
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| 2026-04-16T03:06:24.232785+00:00 | 2529 ms | ok |
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| 2026-04-16T03:06:24.229037+00:00 | 2553 ms | ok |
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| 2026-04-16T03:05:54.240762+00:00 | ? | ok |
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| 2026-04-16T03:05:54.240475+00:00 | ? | ok |
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| 2026-04-16T03:05:54.233407+00:00 | 2268 ms | ok |
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| 2026-04-16T03:05:54.229639+00:00 | 2292 ms | ok |
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| 2026-04-16T03:05:24.233657+00:00 | 2591 ms | ok |
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| 2026-04-16T03:05:24.229830+00:00 | 2614 ms | ok |
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| 2026-04-16T03:05:09.240710+00:00 | ? | ok |
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| 2026-04-16T03:04:54.244359+00:00 | 2296 ms | ok |
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| 2026-04-16T03:04:54.242507+00:00 | ? | ok |
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| 2026-04-16T03:04:54.229608+00:00 | 31 ms | ok |
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| 2026-04-16T03:04:54.240526+00:00 | 2319 ms | ok |
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| 2026-04-16T03:04:24.240609+00:00 | ? | ok |
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| 2026-04-16T03:04:24.232139+00:00 | 2598 ms | ok |
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| 2026-04-16T03:04:24.228988+00:00 | 2620 ms | ok |
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| 2026-04-16T03:03:54.240407+00:00 | ? | ok |
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| 2026-04-16T03:03:54.231770+00:00 | 2285 ms | ok |
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| 2026-04-16T03:03:54.228975+00:00 | 2307 ms | ok |
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| 2026-04-16T03:03:39.240805+00:00 | ? | ok |
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| 2026-04-16T03:03:24.232408+00:00 | 2242 ms | ok |
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| 2026-04-16T03:03:24.229505+00:00 | 2263 ms | ok |
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| 2026-04-16T03:02:54.240378+00:00 | ? | ok |
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| 2026-04-16T03:02:54.240239+00:00 | ? | ok |
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| 2026-04-16T03:02:54.232790+00:00 | 2942 ms | ok |
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| 2026-04-16T03:02:54.229569+00:00 | 2965 ms | ok |
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| 2026-04-16T03:02:24.233003+00:00 | 2718 ms | ok |
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| 2026-04-16T03:02:24.229041+00:00 | 2744 ms | ok |
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| 2026-04-16T03:02:09.240885+00:00 | ? | ok |
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| 2026-04-16T03:01:54.240717+00:00 | ? | ok |
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| 2026-04-16T03:01:54.232802+00:00 | 2802 ms | ok |
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| 2026-04-16T03:01:54.229244+00:00 | 2826 ms | ok |
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| 2026-04-16T03:01:24.240480+00:00 | ? | ok |
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| 2026-04-16T03:01:24.232773+00:00 | 2203 ms | ok |
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| 2026-04-16T03:01:24.229570+00:00 | 2226 ms | ok |
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| 2026-04-16T03:00:54.256810+00:00 | 3294 ms | ok |
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| 2026-04-16T03:00:54.257224+00:00 | 8430 ms | error |
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| 2026-04-16T03:00:54.230334+00:00 | 3339 ms | ok |
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| 2026-04-16T03:00:54.230697+00:00 | 12803 ms | ok |
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| 2026-04-16T03:00:54.240371+00:00 | ? | ok |
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| 2026-04-16T03:00:39.240450+00:00 | ? | ok |
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| 2026-04-16T03:00:24.233334+00:00 | 2612 ms | ok |
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| 2026-04-16T03:00:24.229429+00:00 | 2635 ms | ok |
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| 2026-04-16T03:00:01.113699+00:00 | ? | ok |
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| 2026-04-16T02:59:54.246695+00:00 | 2710 ms | ok |
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| 2026-04-16T02:59:54.240716+00:00 | ? | ok |
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| 2026-04-16T02:59:54.240350+00:00 | ? | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
30 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T01:34:54.229120+00:00
30 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-16T01:34:54.258917+00:00 | artifact://24975 | |
| news.pipeline.lock_skipped | 2026-04-16T01:34:54.248029+00:00 | artifact://24974 | |
| news.run_pipeline.inputs | 2026-04-16T01:34:54.242452+00:00 | artifact://24969 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T03:14:24.232747+00:00
106 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T03:01:04.490096+00:00
35 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
4
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T01:34:54.258917+00:00",
"id": 24975,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://24975",
"store": "postgres",
"trace_id": "0eaf52628b624b23bfbd53f6e7bedd40"
},
{
"created_at": "2026-04-16T01:34:54.248029+00:00",
"id": 24974,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T01:34:54.247133+00:00"
},
"ref": "artifact://24974",
"store": "postgres",
"trace_id": "0eaf52628b624b23bfbd53f6e7bedd40"
},
{
"created_at": "2026-04-16T01:34:54.242452+00:00",
"id": 24969,
"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 0x7e6efc1f2480\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:1776301200\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T01:00:00+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://24122\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://24133\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5135503462095792, \"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\": -0.08410837931992549}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.1263, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1035, \"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://24282\", \"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\", \"deriv\u2026"
}
}
},
"ref": "artifact://24969",
"store": "postgres",
"trace_id": "0eaf52628b624b23bfbd53f6e7bedd40"
}
],
"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": 4,
"hour": "2026-04-16T03:00:00"
}
],
"error_inbox": [
{
"count": 106,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T03:14:24.232747+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 35,
"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": "2026-04-16T03:01:04.490096+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=0eaf52628b624b23bfbd53f6e7bedd40",
"refs": [
"artifact://24975",
"artifact://24974",
"artifact://24969"
],
"selected_trace": {
"created_at": "2026-04-16T01:34:54.240071+00:00",
"duration_ms": 30,
"ended_at": "2026-04-16T01:34:54.259726+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T01:34:54.229120+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "0eaf52628b624b23bfbd53f6e7bedd40"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T01:34:54.260202+00:00",
"duration_ms": 30,
"end_ts": "2026-04-16T01:34:54.259726+00:00",
"ended_at": "2026-04-16T01:34:54.259726+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 9174,
"input_ref": "artifact://24969",
"inputs_ref": "artifact://24969",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://24975",
"outputs_ref": "artifact://24975",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "1f981a6891834d809267ca9962f71937",
"start_ts": "2026-04-16T01:34:54.229120+00:00",
"started_at": "2026-04-16T01:34:54.229120+00:00",
"status": "ok",
"trace_id": "0eaf52628b624b23bfbd53f6e7bedd40"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=0eaf52628b624b23bfbd53f6e7bedd40",
"trace_id": "0eaf52628b624b23bfbd53f6e7bedd40",
"traces": [
{
"created_at": "2026-04-16T03:14:27.040600+00:00",
"duration_ms": 2252,
"ended_at": "2026-04-16T03:14:29.292643+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T03:14:27.040063+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "d9bd6d437a7540d9aaace03ddc18cb8d"
},
{
"created_at": "2026-04-16T03:14:24.232887+00:00",
"duration_ms": 681,
"ended_at": "2026-04-16T03:14:24.913790+00:00",
"error": null,
"errors_count": 1,
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