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 |
|---|---|---|---|---|---|
| 2026-04-16T02:03:24.233239+00:00 | ? | ok |
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| 2026-04-16T02:03:24.229988+00:00 | ? | ok |
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| 2026-04-16T02:02:54.241683+00:00 | ? | ok |
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| 2026-04-16T02:02:54.240809+00:00 | ? | ok |
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| 2026-04-16T02:02:54.231861+00:00 | 2262 ms | ok |
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| 2026-04-16T02:02:54.228981+00:00 | 2290 ms | ok |
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| 2026-04-16T02:02:24.231680+00:00 | 2754 ms | ok |
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| 2026-04-16T02:02:24.228976+00:00 | 2776 ms | ok |
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| 2026-04-16T02:02:09.240548+00:00 | ? | ok |
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| 2026-04-16T02:01:54.241843+00:00 | ? | ok |
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| 2026-04-16T02:01:54.232839+00:00 | 2239 ms | ok |
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| 2026-04-16T02:01:54.229804+00:00 | 2263 ms | ok |
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| 2026-04-16T02:01:24.240776+00:00 | ? | ok |
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| 2026-04-16T02:01:24.233076+00:00 | 2543 ms | ok |
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| 2026-04-16T02:01:24.229682+00:00 | 2565 ms | ok |
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| 2026-04-16T02:00:54.260876+00:00 | 3471 ms | ok |
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| 2026-04-16T02:00:54.257995+00:00 | 8307 ms | error |
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| 2026-04-16T02:00:54.229696+00:00 | 12886 ms | ok |
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| 2026-04-16T02:00:54.241045+00:00 | ? | ok |
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| 2026-04-16T02:00:54.229125+00:00 | 3529 ms | ok |
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| 2026-04-16T02:00:39.241961+00:00 | ? | ok |
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| 2026-04-16T02:00:24.232079+00:00 | 2948 ms | ok |
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| 2026-04-16T02:00:24.229127+00:00 | 2969 ms | ok |
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| 2026-04-16T01:59:54.247994+00:00 | 2642 ms | ok |
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| 2026-04-16T01:59:54.240431+00:00 | ? | ok |
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| 2026-04-16T01:59:54.240430+00:00 | ? | ok |
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| 2026-04-16T01:59:54.229222+00:00 | 31 ms | ok |
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| 2026-04-16T01:59:54.239263+00:00 | 2673 ms | ok |
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| 2026-04-16T01:59:24.232824+00:00 | 2255 ms | ok |
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| 2026-04-16T01:59:24.229175+00:00 | 2277 ms | ok |
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| 2026-04-16T01:59:09.240738+00:00 | ? | ok |
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| 2026-04-16T01:58:54.240770+00:00 | ? | ok |
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| 2026-04-16T01:58:54.232377+00:00 | 2521 ms | ok |
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| 2026-04-16T01:58:54.229020+00:00 | 2543 ms | ok |
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| 2026-04-16T01:58:24.240508+00:00 | ? | ok |
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| 2026-04-16T01:58:24.233341+00:00 | 2321 ms | ok |
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| 2026-04-16T01:58:24.229527+00:00 | 2343 ms | ok |
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| 2026-04-16T01:57:54.240443+00:00 | ? | ok |
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| 2026-04-16T01:57:54.232084+00:00 | 2300 ms | ok |
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| 2026-04-16T01:57:54.229010+00:00 | 2323 ms | ok |
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| 2026-04-16T01:57:39.240364+00:00 | ? | ok |
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| 2026-04-16T01:57:24.232010+00:00 | 2583 ms | ok |
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| 2026-04-16T01:57:24.228996+00:00 | 2606 ms | ok |
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| 2026-04-16T01:56:54.241534+00:00 | ? | ok |
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| 2026-04-16T01:56:54.240927+00:00 | ? | ok |
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| 2026-04-16T01:56:54.233087+00:00 | 3181 ms | ok |
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| 2026-04-16T01:56:54.230121+00:00 | 3203 ms | ok |
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| 2026-04-16T01:56:24.233408+00:00 | 2605 ms | ok |
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| 2026-04-16T01:56:24.229418+00:00 | 2631 ms | ok |
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| 2026-04-16T01:56:09.240860+00:00 | ? | ok |
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| 2026-04-16T01:55:54.240750+00:00 | ? | ok |
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| 2026-04-16T01:55:54.232390+00:00 | 2253 ms | ok |
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| 2026-04-16T01:55:54.228990+00:00 | 2277 ms | ok |
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| 2026-04-16T01:55:24.240295+00:00 | ? | ok |
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| 2026-04-16T01:55:24.232012+00:00 | 2643 ms | ok |
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| 2026-04-16T01:55:24.228962+00:00 | 2665 ms | ok |
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| 2026-04-16T01:54:54.244992+00:00 | 2262 ms | ok |
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| 2026-04-16T01:54:54.240894+00:00 | ? | ok |
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| 2026-04-16T01:54:54.239048+00:00 | 2287 ms | ok |
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| 2026-04-16T01:54:54.229106+00:00 | 28 ms | ok |
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| 2026-04-16T01:54:39.240403+00:00 | ? | ok |
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| 2026-04-16T01:54:24.232767+00:00 | 2572 ms | ok |
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| 2026-04-16T01:54:24.229492+00:00 | 2595 ms | ok |
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| 2026-04-16T01:53:54.240913+00:00 | ? | ok |
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| 2026-04-16T01:53:54.240858+00:00 | ? | ok |
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| 2026-04-16T01:53:54.232126+00:00 | 2231 ms | ok |
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| 2026-04-16T01:53:54.229068+00:00 | 2252 ms | ok |
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| 2026-04-16T01:53:24.233287+00:00 | 2605 ms | ok |
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| 2026-04-16T01:53:24.229041+00:00 | 2631 ms | ok |
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| 2026-04-16T01:53:09.240413+00:00 | ? | ok |
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| 2026-04-16T01:52:54.240994+00:00 | ? | ok |
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| 2026-04-16T01:52:54.232112+00:00 | 2244 ms | ok |
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| 2026-04-16T01:52:54.229040+00:00 | 2267 ms | ok |
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| 2026-04-16T01:52:24.240597+00:00 | ? | ok |
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| 2026-04-16T01:52:24.233217+00:00 | 2283 ms | ok |
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| 2026-04-16T01:52:24.229303+00:00 | 2308 ms | ok |
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| 2026-04-16T01:51:54.240989+00:00 | ? | ok |
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| 2026-04-16T01:51:54.232216+00:00 | 2745 ms | ok |
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| 2026-04-16T01:51:54.229045+00:00 | 2778 ms | ok |
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| 2026-04-16T01:51:39.240540+00:00 | ? | ok |
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| 2026-04-16T01:51:27.169091+00:00 | 2290 ms | ok |
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| 2026-04-16T01:51:24.232520+00:00 | 813 ms | error |
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| 2026-04-16T01:51:24.229669+00:00 | 5249 ms | ok |
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| 2026-04-16T01:50:54.241724+00:00 | ? | ok |
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| 2026-04-16T01:50:54.241226+00:00 | ? | ok |
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| 2026-04-16T01:50:54.234211+00:00 | 2937 ms | ok |
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| 2026-04-16T01:50:54.230152+00:00 | 2960 ms | ok |
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| 2026-04-16T01:50:24.233270+00:00 | 2614 ms | ok |
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| 2026-04-16T01:50:24.229421+00:00 | 2637 ms | ok |
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| 2026-04-16T01:50:09.240762+00:00 | ? | ok |
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| 2026-04-16T01:49:54.245720+00:00 | 2210 ms | ok |
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| 2026-04-16T01:49:54.241488+00:00 | 2233 ms | ok |
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| 2026-04-16T01:49:54.229558+00:00 | 30 ms | ok |
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| 2026-04-16T01:49:54.240498+00:00 | ? | ok |
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| 2026-04-16T01:49:24.240539+00:00 | ? | ok |
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| 2026-04-16T01:49:24.233797+00:00 | 3449 ms | ok |
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| 2026-04-16T01:49:24.229373+00:00 | 3473 ms | ok |
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| 2026-04-16T01:48:56.763157+00:00 | 2258 ms | ok |
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| 2026-04-16T01:48:54.240363+00:00 | ? | ok |
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| 2026-04-16T01:48:54.233014+00:00 | 457 ms | error |
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|
Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
34 ms
news.run_pipeline
run_news_pipeline
ok
2026-04-16T00:19:54.230021+00:00
34 ms
Step detail
refs
namespace()
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| news.run_pipeline.outputs | 2026-04-16T00:19:54.263330+00:00 | artifact://23382 | |
| news.pipeline.lock_skipped | 2026-04-16T00:19:54.261874+00:00 | artifact://23381 | |
| news.run_pipeline.inputs | 2026-04-16T00:19:54.248415+00:00 | artifact://23379 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-16T01:51:24.232520+00:00
93 errors
binance GET https://fapi.binance.com/fapi/v1/exchangeInfo
tools_3
2026-04-16T02:01:04.113498+00:00
32 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
4
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-16T00:19:54.263330+00:00",
"id": 23382,
"kind": "news.run_pipeline.outputs",
"payload": {
"preview": {
"result": "[]"
}
},
"ref": "artifact://23382",
"store": "postgres",
"trace_id": "527c9efb50cc44e69481017d5f7327b6"
},
{
"created_at": "2026-04-16T00:19:54.261874+00:00",
"id": 23381,
"kind": "news.pipeline.lock_skipped",
"payload": {
"lock_name": "news_pipeline",
"owner_id": "ffbd7435d4ac:1:a63672f143aa489795dd496c4d833686",
"reason": "already_running",
"ts": "2026-04-16T00:19:54.257613+00:00"
},
"ref": "artifact://23381",
"store": "postgres",
"trace_id": "527c9efb50cc44e69481017d5f7327b6"
},
{
"created_at": "2026-04-16T00:19:54.248415+00:00",
"id": 23379,
"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 0x7e6efc51fe20\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:1776297600\", \"analysis_candle_bucket_iso\": \"1h:2026-04-16T00:00:00+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://22806\", \"title\": \"None\", \"why\": \"Liquidity evidence used to decide passive/aggressive entry\"}, {\"kind\": \"market_snapshot\", \"ref\": \"artifact://22817\", \"title\": \"None\", \"why\": \"Market snapshot used for execution context\"}], \"signal\": {}, \"slices\": null}, \"macro\": {\"action\": \"hold\", \"bias\": \"neutral\", \"confidence\": 0.5138109964635871, \"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\": -0.08503927308423954}}, \"meta_decision\": {\"action\": \"paper_only\", \"confidence\": 0.2, \"constraints\": {}, \"edge_score\": 0.125, \"entry_quality_score\": 0.42, \"execution_vote\": \"allow\", \"expected_value_score\": 0.1025, \"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://22970\", \"title\": \"None\", \"why\": \"Judgement artifact used as trust source\"}], \"rejected_refs\": [], \"signal\": {}, \"trust_score\": null, \"usable\": null}, \"onchain\": {\"bearish_signals\": [\"mempool_quiet:3_sat/vB \u2014 Bitcoin mempool nearly empty, low activity\"], \"bias\": \"bullish\", \"bullish_signals\": [\"taker_buy_dominant:1.38 \u2014 aggressive market buying (bullish pressure)\", \"fear_greed_fear:23/100 \u2014 market fearful, cautious bullish\"], \"confidence\": 0.592, \"constraints\": {}, \"data_quality\": \"live\", \"derivatives_signal\": \"balance\u2026"
}
}
},
"ref": "artifact://23379",
"store": "postgres",
"trace_id": "527c9efb50cc44e69481017d5f7327b6"
}
],
"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": 4,
"hour": "2026-04-16T02:00:00"
}
],
"error_inbox": [
{
"count": 93,
"error": "binance GET https://fapi.binance.com/fapi/v1/exchangeInfo",
"last_seen_at": "2026-04-16T01:51:24.232520+00:00",
"name": "ccxt",
"node": "ccxt",
"trace_id": "fac338b7bc074d8988710dc2486d8eef"
},
{
"count": 32,
"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": "2026-04-16T02:01:04.113498+00:00",
"name": "tools_3",
"node": "tools_3",
"trace_id": "f775851a52524be89c86d14745e4bf86"
}
],
"raw_logs_url": "/artifacts/browser?trace_id=527c9efb50cc44e69481017d5f7327b6",
"refs": [
"artifact://23382",
"artifact://23381",
"artifact://23379"
],
"selected_trace": {
"created_at": "2026-04-16T00:19:54.243643+00:00",
"duration_ms": 34,
"ended_at": "2026-04-16T00:19:54.264054+00:00",
"error": null,
"errors_count": 0,
"meta": {},
"name": null,
"node": null,
"ref": null,
"refs": {},
"root_kind": null,
"started_at": "2026-04-16T00:19:54.230021+00:00",
"status": "ok",
"steps_count": 1,
"trace_id": "527c9efb50cc44e69481017d5f7327b6"
},
"steps": [
{
"agent": "news",
"created_at": "2026-04-16T00:19:54.264564+00:00",
"duration_ms": 34,
"end_ts": "2026-04-16T00:19:54.264054+00:00",
"ended_at": "2026-04-16T00:19:54.264054+00:00",
"error": null,
"error_message": null,
"error_type": null,
"id": 8727,
"input_ref": "artifact://23379",
"inputs_ref": "artifact://23379",
"name": "news.run_pipeline",
"node": "run_news_pipeline",
"output_ref": "artifact://23382",
"outputs_ref": "artifact://23382",
"parent_span_id": null,
"refs": {},
"refs_json": null,
"span_id": "b494c11f5a0b4cac8ddfeed1b51bcfd3",
"start_ts": "2026-04-16T00:19:54.230021+00:00",
"started_at": "2026-04-16T00:19:54.230021+00:00",
"status": "ok",
"trace_id": "527c9efb50cc44e69481017d5f7327b6"
}
],
"trace_bundle_url": "/logs/bundle?trace_id=527c9efb50cc44e69481017d5f7327b6",
"trace_id": "527c9efb50cc44e69481017d5f7327b6",
"traces": [
{
"created_at": "2026-04-16T02:03:24.233239+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": "2026-04-16T02:03:24.233239+00:00",
"status": "ok",
"steps_count": 0,
"trace_id": "b08a4e32b8874100af382c20c3ae8592"
},
{
"created_at": "2026-04-16T02:03:24.229988+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": "2026-04-16T02:03:24.229988+00:00",
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