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 |
|---|---|---|---|---|---|
| 2026-04-15T23:59:24.232012+00:00 | 2841 ms | ok |
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| 2026-04-15T23:59:24.229030+00:00 | 2864 ms | ok |
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| 2026-04-15T23:59:09.240308+00:00 | ? | ok |
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| 2026-04-15T23:58:54.240652+00:00 | ? | ok |
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| 2026-04-15T23:58:54.233305+00:00 | 2234 ms | ok |
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| 2026-04-15T23:58:54.229978+00:00 | 2256 ms | ok |
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| 2026-04-15T23:58:24.240478+00:00 | ? | ok |
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| 2026-04-15T23:58:24.233858+00:00 | 4054 ms | ok |
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| 2026-04-15T23:58:24.229738+00:00 | 4077 ms | ok |
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| 2026-04-15T23:57:54.240879+00:00 | ? | ok |
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| 2026-04-15T23:57:54.233159+00:00 | 2269 ms | ok |
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| 2026-04-15T23:57:54.229341+00:00 | 2291 ms | ok |
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| 2026-04-15T23:57:39.240484+00:00 | ? | ok |
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| 2026-04-15T23:57:26.687362+00:00 | 3418 ms | ok |
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| 2026-04-15T23:57:24.231735+00:00 | 445 ms | error |
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| 2026-04-15T23:57:24.229048+00:00 | 5894 ms | ok |
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| 2026-04-15T23:56:54.240800+00:00 | ? | ok |
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| 2026-04-15T23:56:54.240776+00:00 | ? | ok |
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| 2026-04-15T23:56:54.232659+00:00 | 2276 ms | ok |
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| 2026-04-15T23:56:54.229209+00:00 | 2299 ms | ok |
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| 2026-04-15T23:56:26.424760+00:00 | 2697 ms | ok |
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| 2026-04-15T23:56:24.232469+00:00 | 456 ms | error |
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| 2026-04-15T23:56:24.229042+00:00 | 4914 ms | ok |
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| 2026-04-15T23:56:09.240889+00:00 | ? | ok |
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| 2026-04-15T23:55:54.240568+00:00 | ? | ok |
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| 2026-04-15T23:55:54.232711+00:00 | 2268 ms | ok |
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| 2026-04-15T23:55:54.228975+00:00 | 2291 ms | ok |
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| 2026-04-15T23:55:24.240749+00:00 | ? | ok |
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| 2026-04-15T23:55:24.232357+00:00 | 2544 ms | ok |
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| 2026-04-15T23:55:24.229093+00:00 | 2566 ms | ok |
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| 2026-04-15T23:54:54.244644+00:00 | 2911 ms | ok |
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| 2026-04-15T23:54:54.241707+00:00 | 2933 ms | ok |
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| 2026-04-15T23:54:54.229619+00:00 | 31 ms | ok |
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| 2026-04-15T23:54:54.240789+00:00 | ? | ok |
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| 2026-04-15T23:54:39.240316+00:00 | ? | ok |
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| 2026-04-15T23:54:24.231802+00:00 | 2557 ms | ok |
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| 2026-04-15T23:54:24.229099+00:00 | 2579 ms | ok |
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| 2026-04-15T23:53:54.241029+00:00 | ? | ok |
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| 2026-04-15T23:53:54.240943+00:00 | ? | ok |
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| 2026-04-15T23:53:54.233371+00:00 | 2449 ms | ok |
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| 2026-04-15T23:53:54.229279+00:00 | 2474 ms | ok |
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| 2026-04-15T23:53:26.745806+00:00 | 2678 ms | ok |
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| 2026-04-15T23:53:24.234318+00:00 | 485 ms | error |
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| 2026-04-15T23:53:24.229579+00:00 | 5213 ms | ok |
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| 2026-04-15T23:53:09.240274+00:00 | ? | ok |
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| 2026-04-15T23:52:54.240441+00:00 | ? | ok |
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| 2026-04-15T23:52:54.232271+00:00 | 2283 ms | ok |
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| 2026-04-15T23:52:54.229244+00:00 | 2306 ms | ok |
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| 2026-04-15T23:52:24.241135+00:00 | ? | ok |
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| 2026-04-15T23:52:24.232123+00:00 | 2551 ms | ok |
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| 2026-04-15T23:52:24.229181+00:00 | 2573 ms | ok |
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| 2026-04-15T23:51:54.240383+00:00 | ? | ok |
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| 2026-04-15T23:51:54.233229+00:00 | 2239 ms | ok |
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| 2026-04-15T23:51:54.229883+00:00 | 2261 ms | ok |
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| 2026-04-15T23:51:39.240379+00:00 | ? | ok |
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| 2026-04-15T23:51:24.232543+00:00 | 2610 ms | ok |
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| 2026-04-15T23:51:24.229342+00:00 | 2632 ms | ok |
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| 2026-04-15T23:50:54.241966+00:00 | ? | ok |
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| 2026-04-15T23:50:54.241094+00:00 | ? | ok |
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| 2026-04-15T23:50:54.231772+00:00 | 2296 ms | ok |
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| 2026-04-15T23:50:54.229091+00:00 | 2317 ms | ok |
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| 2026-04-15T23:50:24.232030+00:00 | 2610 ms | ok |
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| 2026-04-15T23:50:24.229037+00:00 | 2632 ms | ok |
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| 2026-04-15T23:50:09.240560+00:00 | ? | ok |
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| 2026-04-15T23:49:54.243994+00:00 | 2366 ms | ok |
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| 2026-04-15T23:49:54.240387+00:00 | ? | ok |
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| 2026-04-15T23:49:54.239552+00:00 | 2447 ms | ok |
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| 2026-04-15T23:49:54.228951+00:00 | 34 ms | ok |
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| 2026-04-15T23:49:24.240154+00:00 | ? | ok |
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| 2026-04-15T23:49:24.231794+00:00 | 2282 ms | ok |
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| 2026-04-15T23:49:24.229048+00:00 | 2304 ms | ok |
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| 2026-04-15T23:48:54.240781+00:00 | ? | ok |
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| 2026-04-15T23:48:54.238388+00:00 | 2684 ms | ok |
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| 2026-04-15T23:48:54.229011+00:00 | 2713 ms | ok |
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| 2026-04-15T23:48:39.240320+00:00 | ? | ok |
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| 2026-04-15T23:48:24.233044+00:00 | 2594 ms | ok |
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| 2026-04-15T23:48:24.229414+00:00 | 2616 ms | ok |
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| 2026-04-15T23:47:54.241827+00:00 | ? | ok |
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| 2026-04-15T23:47:54.240762+00:00 | ? | ok |
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| 2026-04-15T23:47:54.231901+00:00 | 2993 ms | ok |
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| 2026-04-15T23:47:54.229063+00:00 | 3014 ms | ok |
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| 2026-04-15T23:47:24.233036+00:00 | 3256 ms | ok |
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| 2026-04-15T23:47:24.229677+00:00 | 3278 ms | ok |
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| 2026-04-15T23:47:09.240885+00:00 | ? | ok |
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| 2026-04-15T23:46:54.240434+00:00 | ? | ok |
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| 2026-04-15T23:46:54.232376+00:00 | 2582 ms | ok |
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| 2026-04-15T23:46:54.229568+00:00 | 2604 ms | ok |
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| 2026-04-15T23:46:24.240605+00:00 | ? | ok |
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| 2026-04-15T23:46:24.233317+00:00 | 3144 ms | ok |
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| 2026-04-15T23:46:24.229410+00:00 | 3167 ms | ok |
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| 2026-04-15T23:45:54.240492+00:00 | ? | ok |
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| 2026-04-15T23:45:54.233532+00:00 | 3413 ms | ok |
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| 2026-04-15T23:45:54.229424+00:00 | 3436 ms | ok |
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| 2026-04-15T23:45:39.241983+00:00 | ? | ok |
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| 2026-04-15T23:45:24.232944+00:00 | 2207 ms | ok |
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| 2026-04-15T23:45:24.229796+00:00 | 2227 ms | ok |
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| 2026-04-15T23:44:54.249227+00:00 | 2559 ms | ok |
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| 2026-04-15T23:44:54.229302+00:00 | 37 ms | ok |
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| 2026-04-15T23:44:54.246606+00:00 | 2584 ms | ok |
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| 2026-04-15T23:44:54.241355+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
2026-04-15T22:14:54.229551+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 | 2026-04-15T22:14:54.251391+00:00 | artifact://20650 | |
| news.pipeline.lock_skipped | 2026-04-15T22:14:54.249930+00:00 | artifact://20648 | |
| news.run_pipeline.inputs | 2026-04-15T22:14:54.243904+00:00 | artifact://20645 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-15T23:57:24.231735+00:00
73 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-15T23:01:04.014142+00:00
23 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
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-15T22:14:54.251391+00:00",
"id": 20650,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://20650",
"store": "postgres",
"trace_id": "4ccefdf1e27342eeabea234a418206bb"
},
{
"created_at": "2026-04-15T22:14:54.249930+00:00",
"id": 20648,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-15T22:14:54.249385+00:00"
},
"ref": "artifact://20648",
"store": "postgres",
"trace_id": "4ccefdf1e27342eeabea234a418206bb"
},
{
"created_at": "2026-04-15T22:14:54.243904+00:00",
"id": 20645,
"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 0x7e6e2402dda0\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:1776290400\", \"analysis_candle_bucket_iso\": \"1h:2026-04-15T22:00:00+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://20156\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://20167\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5137971875338668, \"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\": -0.08498995547809597}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.1248, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1023, \"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://20320\", \"title\": \"None\", \"why\": \"Judgement artifact used as trust source\"}], \"rejected_refs\": [], \"signal\": {}, \"trust_score\": null, \"usable\": null}, \"onchain\": {\"bearish_signals\": [\"taker_sell_dominant:0.85 \u2014 aggressive market selling (bearish pressure)\", \"mempool_quiet:2_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\u2026"
}
}
},
"ref": "artifact://20645",
"store": "postgres",
"trace_id": "4ccefdf1e27342eeabea234a418206bb"
}
],
"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"
}
],
"error_inbox": [
{
"count": 73,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-15T23:57:24.231735+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 23,
"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": "2026-04-15T23:01:04.014142+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "db9c1bf9a1fc4ec4ba9607f5881dc2ee"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=4ccefdf1e27342eeabea234a418206bb",
"refs": [
"artifact://20650",
"artifact://20648",
"artifact://20645"
],
"selected_trace": {
"created_at": "2026-04-15T22:14:54.241679+00:00",
"duration_ms": 35,
"ended_at": "2026-04-15T22:14:54.265057+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-15T22:14:54.229551+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "4ccefdf1e27342eeabea234a418206bb"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-15T22:14:54.265598+00:00",
"duration_ms": 35,
"end_ts": "2026-04-15T22:14:54.265057+00:00",
"ended_at": "2026-04-15T22:14:54.265057+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 7951,
"input_ref": "artifact://20645",
"inputs_ref": "artifact://20645",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://20650",
"outputs_ref": "artifact://20650",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "1ffd2a2cb5b4460ca0a20044c5669eba",
"start_ts": "2026-04-15T22:14:54.229551+00:00",
"started_at": "2026-04-15T22:14:54.229551+00:00",
"status": "ok",
"trace_id": "4ccefdf1e27342eeabea234a418206bb"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=4ccefdf1e27342eeabea234a418206bb",
"trace_id": "4ccefdf1e27342eeabea234a418206bb",
"traces": [
{
"created_at": "2026-04-15T23:59:24.232154+00:00",
"duration_ms": 2841,
"ended_at": "2026-04-15T23:59:27.073448+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-15T23:59:24.232012+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "bed0fd20d418402b83454f1ed45dadc7"
},
{
"created_at": "2026-04-15T23:59:24.229434+00:00",
"duration_ms": 2864,
"ended_at": "2026-04-15T23:59:27.093228+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-15T23:59:24.229030+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "36b86f51f41f40b1a179a2b4adc64e57"
},
{
"created_at": "2026-04-15T23:59:09.240308+00:00",
"duration_ms": null,
"ended_at": null,
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
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