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
4
grouped by node / name
Steps
Timeline details
selected trace steps
0
inputs / outputs / refs drill-down
Artifacts
Refs behind the trace
selected trace artifacts
9
clickable refs / raw JSON
Traces list
Last traces with duration, status, error and quick filter
| Trace ID | Started | Duration | Status | Error | Actions |
|---|---|---|---|---|---|
| 2026-04-14T19:31:20.084716+00:00 | ? | ok |
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| 2026-04-14T19:31:05.081845+00:00 | 3484 ms | ok |
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| 2026-04-14T19:30:37.670795+00:00 | 2863 ms | ok |
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| 2026-04-14T19:30:35.085675+00:00 | ? | ok |
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| 2026-04-14T19:30:35.085411+00:00 | 565 ms | error |
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| 2026-04-14T19:30:35.084794+00:00 | ? | ok |
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| 2026-04-14T19:30:05.081369+00:00 | 2913 ms | ok |
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| 2026-04-14T19:29:50.084507+00:00 | ? | ok |
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| 2026-04-14T19:29:37.522954+00:00 | 3202 ms | ok |
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| 2026-04-14T19:29:35.083554+00:00 | ? | ok |
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| 2026-04-14T19:29:35.082808+00:00 | 607 ms | error |
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| 2026-04-14T19:29:05.093713+00:00 | ? | ok |
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| 2026-04-14T19:29:05.081678+00:00 | 3923 ms | ok |
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| 2026-04-14T19:28:35.092971+00:00 | ? | ok |
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| 2026-04-14T19:28:35.089273+00:00 | 2935 ms | ok |
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| 2026-04-14T19:28:20.085472+00:00 | ? | ok |
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| 2026-04-14T19:28:05.083140+00:00 | 2777 ms | ok |
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| 2026-04-14T19:27:37.837600+00:00 | 2546 ms | ok |
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| 2026-04-14T19:27:35.084014+00:00 | 607 ms | error |
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| 2026-04-14T19:27:35.083862+00:00 | ? | ok |
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| 2026-04-14T19:27:35.083851+00:00 | ? | ok |
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| 2026-04-14T19:27:07.426003+00:00 | 2917 ms | ok |
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| 2026-04-14T19:27:05.082298+00:00 | 539 ms | error |
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| 2026-04-14T19:26:50.084494+00:00 | ? | ok |
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| 2026-04-14T19:26:37.603967+00:00 | 2867 ms | ok |
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| 2026-04-14T19:26:35.084578+00:00 | ? | ok |
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| 2026-04-14T19:26:35.082518+00:00 | 578 ms | error |
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| 2026-04-14T19:26:07.794922+00:00 | 2946 ms | ok |
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| 2026-04-14T19:26:05.084129+00:00 | ? | ok |
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| 2026-04-14T19:26:05.082236+00:00 | 757 ms | error |
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| 2026-04-14T19:25:35.083678+00:00 | ? | ok |
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| 2026-04-14T19:25:35.082546+00:00 | 2880 ms | ok |
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| 2026-04-14T19:25:20.085180+00:00 | ? | ok |
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| 2026-04-14T19:25:05.082632+00:00 | 3400 ms | ok |
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| 2026-04-14T19:24:37.891901+00:00 | 2785 ms | ok |
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| 2026-04-14T19:24:35.084840+00:00 | ? | ok |
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| 2026-04-14T19:24:35.084825+00:00 | ? | ok |
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| 2026-04-14T19:24:35.082682+00:00 | 784 ms | error |
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| 2026-04-14T19:24:05.081948+00:00 | 2787 ms | ok |
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| 2026-04-14T19:23:50.084032+00:00 | ? | ok |
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| 2026-04-14T19:23:37.321052+00:00 | 2845 ms | ok |
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| 2026-04-14T19:23:35.089802+00:00 | 36 ms | error |
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| 2026-04-14T19:23:35.084083+00:00 | ? | ok |
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| 2026-04-14T19:23:05.083648+00:00 | ? | ok |
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| 2026-04-14T19:23:05.082423+00:00 | 2788 ms | ok |
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| 2026-04-14T19:22:37.586457+00:00 | 3434 ms | ok |
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| 2026-04-14T19:22:35.085035+00:00 | 566 ms | error |
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| 2026-04-14T19:22:35.084384+00:00 | ? | ok |
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| 2026-04-14T19:22:20.084038+00:00 | ? | ok |
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| 2026-04-14T19:22:07.531911+00:00 | 3071 ms | ok |
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| 2026-04-14T19:22:05.082915+00:00 | 586 ms | error |
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| 2026-04-14T19:21:35.095204+00:00 | ? | ok |
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| 2026-04-14T19:21:35.084061+00:00 | ? | ok |
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| 2026-04-14T19:21:35.081828+00:00 | 3641 ms | ok |
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| 2026-04-14T19:21:08.748327+00:00 | 3594 ms | ok |
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| 2026-04-14T19:21:05.082748+00:00 | 1508 ms | error |
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| 2026-04-14T19:20:50.084224+00:00 | ? | ok |
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| 2026-04-14T19:20:35.084731+00:00 | ? | ok |
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| 2026-04-14T19:20:35.082841+00:00 | 3002 ms | ok |
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| 2026-04-14T19:20:07.409519+00:00 | 3452 ms | ok |
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| 2026-04-14T19:20:05.083644+00:00 | ? | ok |
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| 2026-04-14T19:20:05.082347+00:00 | 584 ms | error |
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| 2026-04-14T19:19:35.083717+00:00 | ? | ok |
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| 2026-04-14T19:19:35.083201+00:00 | 2763 ms | ok |
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| 2026-04-14T19:19:20.083689+00:00 | ? | ok |
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| 2026-04-14T19:19:05.081881+00:00 | 2812 ms | ok |
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| 2026-04-14T19:18:35.086364+00:00 | 3287 ms | ok |
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| 2026-04-14T19:18:35.086316+00:00 | ? | ok |
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| 2026-04-14T19:18:35.084641+00:00 | ? | ok |
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| 2026-04-14T19:18:08.346953+00:00 | 4148 ms | ok |
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| 2026-04-14T19:18:05.081394+00:00 | 966 ms | error |
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| 2026-04-14T19:17:50.084867+00:00 | ? | ok |
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| 2026-04-14T19:17:35.083658+00:00 | ? | ok |
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| 2026-04-14T19:17:35.081685+00:00 | 3567 ms | ok |
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| 2026-04-14T19:17:08.158242+00:00 | 3625 ms | ok |
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| 2026-04-14T19:17:05.083564+00:00 | ? | ok |
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| 2026-04-14T19:17:05.082141+00:00 | 950 ms | error |
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| 2026-04-14T19:16:35.084602+00:00 | ? | ok |
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| 2026-04-14T19:16:35.082609+00:00 | 2812 ms | ok |
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| 2026-04-14T19:16:20.085318+00:00 | ? | ok |
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| 2026-04-14T19:16:05.082572+00:00 | 3058 ms | ok |
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| 2026-04-14T19:15:36.940852+00:00 | 2754 ms | ok |
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| 2026-04-14T19:15:35.083876+00:00 | ? | ok |
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| 2026-04-14T19:15:35.083820+00:00 | ? | ok |
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| 2026-04-14T19:15:35.083109+00:00 | 32 ms | error |
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| 2026-04-14T19:15:07.190868+00:00 | 2625 ms | ok |
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| 2026-04-14T19:15:05.081176+00:00 | 18 ms | error |
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| 2026-04-14T19:14:50.084505+00:00 | ? | ok |
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| 2026-04-14T19:14:38.016948+00:00 | 2936 ms | ok |
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| 2026-04-14T19:14:35.085705+00:00 | 821 ms | error |
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| 2026-04-14T19:14:35.084921+00:00 | ? | ok |
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| 2026-04-14T19:14:05.083511+00:00 | ? | ok |
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| 2026-04-14T19:14:05.082228+00:00 | 2708 ms | ok |
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| 2026-04-14T19:13:37.551991+00:00 | 2750 ms | ok |
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| 2026-04-14T19:13:35.089218+00:00 | 599 ms | error |
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| 2026-04-14T19:13:35.083833+00:00 | ? | ok |
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| 2026-04-14T19:13:20.084552+00:00 | ? | ok |
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| 2026-04-14T19:13:05.082969+00:00 | 2483 ms | ok |
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| 2026-04-14T19:12:35.096635+00:00 | ? | ok |
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| 2026-04-14T19:12:35.084845+00:00 | ? | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
No step timeline available for selected trace.
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| autotrade.status | 2026-04-14T16:01:35.679148+00:00 | artifact://276766 | |
| autotrade.execution.result | 2026-04-14T16:01:35.384356+00:00 | artifact://276765 | |
| trade.attribution | 2026-04-14T16:01:35.382276+00:00 | artifact://276764 | |
| trade.result | 2026-04-14T16:01:35.377146+00:00 | artifact://276763 | |
| autotrade.gate.summary | 2026-04-14T16:01:35.375722+00:00 | artifact://276762 | |
| autotrade.gate.result | 2026-04-14T16:01:35.372943+00:00 | artifact://276761 | |
| trade.intent | 2026-04-14T16:01:35.100836+00:00 | artifact://276760 | |
| autotrade.decision.bundle | 2026-04-14T16:01:35.089227+00:00 | artifact://276759 | |
| autotrade.status | 2026-04-14T16:01:35.084719+00:00 | artifact://276757 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-14T19:30:35.085411+00:00
4624 errors
binance {"code":-2008,"msg":"Invalid Api-Key ID."}
tools_3
2026-04-14T19:00:47.719040+00:00
444 errors
Server error '502 Bad Gateway' 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/502
fetch_ohlcv_recent
2026-04-14T18:37:35.078792+00:00
59 errors
binance {"code":-2008,"msg":"Invalid Api-Key ID."}
/traces/{trace_id}
2026-04-10T11:39:40.389699+00:00
3 errors
404: trace not found
Error count per hour
Operational pressure snapshot
2026-04-13T19:00:00
16
2026-04-13T20:00:00
44
2026-04-13T21:00:00
38
2026-04-13T22:00:00
54
2026-04-13T23:00:00
43
2026-04-14T00:00:00
55
2026-04-14T01:00:00
54
2026-04-14T02:00:00
56
2026-04-14T03:00:00
50
2026-04-14T04:00:00
59
2026-04-14T05:00:00
44
2026-04-14T06:00:00
61
2026-04-14T07:00:00
47
2026-04-14T08:00:00
48
2026-04-14T09:00:00
48
2026-04-14T10:00:00
52
2026-04-14T11:00:00
56
2026-04-14T12:00:00
68
2026-04-14T13:00:00
60
2026-04-14T14:00:00
46
2026-04-14T15:00:00
43
2026-04-14T16:00:00
40
2026-04-14T17:00:00
53
2026-04-14T18:00:00
58
2026-04-14T19:00:00
24
Refs panel
Fast links to artifact viewer
artifact://276766
artifact://276765
artifact://276764
artifact://276763
artifact://276762
artifact://276761
artifact://276760
artifact://276759
artifact://276625
artifact://276627
artifact://276629
artifact://276630
artifact://276631
artifact://276632
artifact://276597
artifact://276740
artifact://276647
artifact://276610
artifact://276643
artifact://276614
chroma://narratives/5b06cf0760c2193935a0c3f5
artifact://276757
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-14T16:01:35.679148+00:00",
"id": 276766,
"kind": "autotrade.status",
"payload": {
"dry_run": false,
"enabled": true,
"exchange": "binance",
"exchange_balance_summary": {
"balances": {},
"error": "AuthenticationError: binanceusdm {\"code\":-2008,\"msg\":\"Invalid Api-Key ID.\"}",
"exchange": "binance",
"market_type": "unknown",
"ok": false,
"raw": null,
"sandbox": true
},
"execution_mode": "sandbox",
"exposure_limit": 1000.0,
"kill_switch": false,
"last_amount": null,
"last_error": null,
"last_gate_decision": "allowed",
"last_gate_reason": "strategy.non_executable_action:unknown",
"last_order_id": null,
"last_price": null,
"last_reason": "strategy.non_executable_action",
"last_status": "skipped",
"liquidity_gate": "required",
"local_balance": 0.0,
"pair": "BTC/USDT",
"position_limit": 250.0,
"same_candle_bucket": "1h:1776182400",
"sandbox": true,
"source": "services.autotrade.runner",
"symbol": "BTC/USDT",
"timeframe": "1h",
"trace_id": "c863255db34d43b182c8d9845879952d",
"ts": "2026-04-14T16:01:35.678063+00:00"
},
"ref": "artifact://276766",
"store": "postgres",
"trace_id": "c863255db34d43b182c8d9845879952d"
},
{
"created_at": "2026-04-14T16:01:35.384356+00:00",
"id": 276765,
"kind": "autotrade.execution.result",
"payload": {
"action": "unknown",
"base_qty": null,
"confidence": 0.2,
"decision_ref": "artifact://276759",
"dry_run": false,
"exchange": "binance",
"execution_plan": {
"amount": null,
"execution_mode": "None",
"expected_price": null,
"maker_first": null,
"market_type": "spot",
"marketable_limit": null,
"max_reprice_attempts": null,
"max_slippage_bps": null,
"notional_usd": 100.0,
"order_type": "None",
"qualification_class": "None",
"reduce_only": false,
"sandbox": null,
"slice_interval_ms": null,
"slices": null,
"time_in_force": "GTC",
"venue": "binance"
},
"gate": {
"action": "unknown",
"blockers": [
{
"code": "strategy.non_executable_action",
"group": "strategy",
"value": "unknown"
},
{
"code": "strategy.non_executable_side",
"group": "strategy",
"value": "none"
},
{
"code": "confidence.below_threshold",
"group": "confidence",
"threshold": 0.48,
"value": 0.2
},
{
"code": "confidence.below_no_llm_threshold",
"group": "confidence",
"mode": "deterministic_fallback",
"threshold": 0.45,
"value": 0.2
},
{
"code": "quality.trade_intent_autotrade_unsafe",
"group": "quality",
"value": false
},
{
"code": "quality.pipeline_degraded",
"group": "quality",
"value": "degraded"
},
{
"code": "quality.llm_status_not_ok",
"group": "quality",
"value": "exception"
},
{
"code": "quality.bundle_pipeline_degraded",
"group": "quality",
"value": "degraded"
},
{
"code": "quality.meta_filter_skip",
"group": "quality",
"value": 0.0
}
],
"confidence": 0.2,
"decision": "allowed",
"decision_label": "allowed",
"exchange": "binance",
"gate_level": "micro_auto",
"guards": {
"blocking_factors": [],
"compliance_ok": true,
"execution_ok": null,
"overrides": [],
"portfolio_ok": null,
"risk_ok": true,
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration",
"onchain_bullish_confirmation"
]
},
"inputs": {
"action": "unknown",
"confidence": 0.2,
"side": "none",
"signal": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"asset": null,
"bearish_contributors": [
"onchain_detail:mempool_quiet:1_sat/vB \u2014 Bitcoin mempool nearly empty, low a"
],
"blocked_by": [],
"blockers": [],
"bullish_contributors": [
"onchain:bullish:+0.378",
"onchain_detail:cross_exchange_funding_negative:-0.0000 \u2014 shorts overextende",
"onchain_detail:ls_ratio_low:0.62 \u2014 overcrowded shorts, potential squeeze (b",
"onchain_detail:taker_buy_dominant:1.18 \u2014 aggressive market buying (bullish "
],
"calibration_score": 1.0,
"candidate_models": [
"tp_eq_sl",
"tp_3sl",
"sl_3tp"
],
"confidence_after_risk": 0.2098067579200663,
"confidence_before_risk": 0.23194173039031543,
"decision_state": "conflicting_signal",
"degraded_sources": [],
"ensemble_weights": [
{
"model": "tp_eq_sl",
"weight": 0.6352
},
{
"model": "tp_3sl",
"weight": 0.5154
},
{
"model": "sl_3tp",
"weight": 0.6018
}
],
"evidence_pack": {
"bearish_contributors": [
"onchain_detail:mempool_quiet:1_sat/vB \u2014 Bitcoin mempool nearly empty, low a"
],
"bullish_contributors": [
"onchain:bullish:+0.378",
"onchain_detail:cross_exchange_funding_negative:-0.0000 \u2014 shorts overextende",
"onchain_detail:ls_ratio_low:0.62 \u2014 overcrowded shorts, potential squeeze (b",
"onchain_detail:taker_buy_dominant:1.18 \u2014 aggressive market buying (bullish "
],
"degraded_sources": [],
"evidence_summary": "bullish: onchain:bullish:+0.378, onchain_detail:cross_exchange_funding_negative:-0.0000 \u2014 shorts overextende, onchain_detail:ls_ratio_low:0.62 \u2014 overcrowded shorts, potential squeeze (b, onchain_detail:taker_buy_dominant:1.18 \u2014 aggressive market buying (bullish | bearish: onchain_detail:mempool_quiet:1_sat/vB \u2014 Bitcoin mempool nearly empty, low a",
"neutral_contributors": [
"strategy_factor:ml_directional_bias",
"strategy_factor:macro_structural_bias"
],
"override_explanation": null
},
"exit_policy": {
"atr_base": 0.01,
"break_even_trigger": null,
"exit_template": "fixed",
"max_hold_candles": 24,
"partial_tp_levels": [
{
"fraction": 0.5,
"target_distance": 0.015
}
],
"stop_loss": 0.01,
"take_profit": 0.02,
"trailing_activation": null,
"trailing_callback": null,
"trend_factor": 1.0,
"vol_factor": 1.0
},
"hold_cause": "conflicting_signal",
"max_position": 100.0,
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1508,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1236,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"reason_codes": [
"ml_trust_low"
],
"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
},
"model": "sl_3tp",
"model_runtime_score": 0.641568,
"model_selection_score": 0.641568,
"pair": "BTC/USDT",
"preferred_action": "hold",
"price_agent": {
"autotrade_safe": false,
"confidence": 0.2898,
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"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
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"mode": "degraded",
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"quality": "degraded",
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"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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"ml_trust_low"
],
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},
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"reason": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints. | winner_factors=[\u0027risk_approved\u0027, \u0027compliance_clear\u0027, \u0027deterministic_arbitration\u0027, \u0027onchain_bullish_confirmation\u0027]",
"reason_codes": [
"ml_trust_low"
],
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"risk": {
"cancel_after_sec": null,
"exit_policy": {
"atr_base": 0.01,
"break_even_trigger": null,
"exit_template": "fixed",
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"partial_tp_levels": [
{
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"target_distance": 0.015
}
],
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"take_profit": 0.02,
"trailing_activation": null,
"trailing_callback": null,
"trend_factor": 1.0,
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},
"stop_loss": 0.03715833,
"take_profit": 0.02,
"time_in_force": "GTC"
},
"side": "None",
"signal": {
"calibration_score": 1.0,
"candidate_models": [
"tp_eq_sl",
"tp_3sl",
"sl_3tp"
],
"ensemble_weights": [
{
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"weight": 0.6352
},
{
"model": "tp_3sl",
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},
{
"model": "sl_3tp",
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}
],
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"break_even_trigger": null,
"exit_template": "fixed",
"max_hold_candles": 24,
"partial_tp_levels": [
{
"fraction": 0.5,
"target_distance": 0.015
}
],
"stop_loss": 0.01,
"take_profit": 0.02,
"trailing_activation": null,
"trailing_callback": null,
"trend_factor": 1.0,
"vol_factor": 1.0
},
"model": "sl_3tp",
"model_runtime_score": 0.641568,
"model_selection_score": 0.641568,
"quality_score": 0.7699,
"realized_vol_short": null,
"regime": {
"regime_confidence": 1.0,
"regime_factors": {
"bollinger_bandwidth": 0.027208968442116285,
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"hurst_exp": 0.531355279300284,
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"realized_vol_short": 0.0,
"slope_price": 0.0,
"trend_persistence": 0.6,
"vol_expansion": 0.0
},
"regime_label": "range"
},
"threshold_used": 0.375
},
"size": {
"base_qty": null,
"dynamic_sizing": null,
"max_position_usd": null,
"quote_notional": null,
"size_multiplier": null
},
"size_multiplier": 0.0,
"source_quality_score": 0.64,
"symbol": "BTC/USDT",
"timeframe": "1h",
"trade_class": "paper_only"
},
"ts": "2026-04-14T16:01:35.100133+00:00"
},
"ref": "artifact://276760",
"store": "postgres",
"trace_id": "c863255db34d43b182c8d9845879952d"
},
{
"created_at": "2026-04-14T16:01:35.089227+00:00",
"id": 276759,
"kind": "autotrade.decision.bundle",
"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://276478",
"title": "None",
"why": "Liquidity evidence used to decide passive/aggressive entry"
},
{
"kind": "market_snapshot",
"ref": "artifact://276489",
"title": "None",
"why": "Market snapshot used for execution context"
}
],
"signal": {},
"slices": null
},
"macro": {
"action": "hold",
"bias": "neutral",
"confidence": 0.5147069659476324,
"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": -0.0882391640986872
}
},
"meta_decision": {
"action": "paper_only",
"confidence": 0.2,
"constraints": {},
"edge_score": 0.1508,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1236,
"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"
],
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"refs_used": [],
"risk_vote": "allow",
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"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": {
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"agreement_score": null,
"confidence": null,
"constraints": {},
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"mode": "llm_error",
"raw_refs": {},
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{
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"ref": "artifact://276647",
"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)",
"ls_ratio_low:0.62 \u2014 overcrowded shorts, potential squeeze (bullish)",
"taker_buy_dominant:1.18 \u2014 aggressive market buying (bullish pressure)",
"fear_greed_fear:21/100 \u2014 market fearful, cautious bullish",
"market_cap_rise:4.2% \u2014 mild broad market strength"
],
"confidence": 0.6956,
"constraints": {},
"data_quality": "live",
"derivatives_signal": "neutral",
"exchange_flow_signal": "neutral",
"explanation": "On-chain signals lean BULLISH (score: +0.378). Bullish factors: cross_exchange_funding_negative:-0.0000 \u2014 shorts overextended cross-exchange (squeeze risk); ls_ratio_low:0.62 \u2014 overcrowded shorts, potential squeeze (bullish); taker_buy_dominant:1.18 \u2014 aggressive market buying (bullish pressure). Bearish factors: mempool_quiet:1_sat/vB \u2014 Bitcoin mempool nearly empty, low activity.",
"mode": "deterministic",
"network_signal": "shrinking",
"onchain_available": true,
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "onchain_snapshot",
"ref": "artifact://276601",
"title": "None",
"why": "Primary on-chain evidence"
}
],
"score": 0.378,
"signal": {},
"valuation_signal": "unknown"
},
"portfolio": {
"allow_add": null,
"confidence": null,
"constraints": {},
"explanation": "PortfolioAgent assessed exposure and sizing constraints.",
"exposure_warning": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"recommended_size_multiplier": null,
"refs_used": [
{
"kind": "portfolio_snapshot",
"ref": "artifact://276610",
"title": "None",
"why": "Portfolio snapshot used for exposure and correlation checks"
}
],
"signal": {}
},
"price": {
"confidence": 0.2898,
"constraints": {},
"expected_close": 77306.52000982751,
"expected_high": 78234.19824994545,
"expected_low": 76378.84176970957,
"expected_move_pct": 2.559839560889203,
"explanation": "Deterministic price corridor from ML bias and realized volatility.",
"horizon": "1h",
"mode": "degraded",
"path_shape": "trend",
"predicted_close_is_synthetic": true,
"price_range_68": {
"high": 76281.51388000001,
"low": 74472.46612
},
"price_range_95": {
"high": 77095.585372,
"low": 73658.39462800001
},
"raw_refs": {},
"reasoning_summary": "Deterministic price corridor from ML bias and realized volatility.",
"reasons": [],
"refs_used": [],
"signal": {
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"predicted_close_is_synthetic": true,
"realized_vol_short": 0.012
},
"sl_hard": 72965.07748771564,
"sl_soft": 73833.365992138,
"tp1": 77758.7819498275,
"tp2": 78165.81769582751
},
"rag_judge": {
"accepted_refs": [],
"confidence": null,
"consistency_score": null,
"constraints": {},
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "rag_judgement",
"ref": "artifact://276643",
"title": "None",
"why": "Judgement artifact used as base evaluation"
}
],
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"relevance_score": null,
"signal": {},
"usable": null
},
"risk": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"active_risk_factors": [
{
"blocking": false,
"evidence": {
"ml_mode": null,
"signal_source": "deterministic_fallback"
},
"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
"mitigation": "Lower aggressiveness and prioritize market/liquidity confirmation.",
"refs": [
"artifact://276489",
"artifact://276669",
"artifact://276610"
],
"score": 0.68,
"severity": "elevated",
"source": "ml.prediction",
"title": "Model quality / fallback risk",
"type": "model_risk"
},
{
"blocking": false,
"evidence": {
"degraded_dependencies": [
"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
"id": "system_degraded_dependencies",
"mitigation": "Run in caution mode or force manual review.",
"refs": [
"artifact://276489",
"artifact://276669",
"artifact://276610"
],
"score": 0.7,
"severity": "high",
"source": "pipeline.refs",
"title": "System/dependency degradation",
"type": "system_risk"
}
],
"autotrade_allowed": true,
"blocking_risks": [],
"caution_risks": [
{
"blocking": false,
"evidence": {
"ml_mode": null,
"signal_source": "deterministic_fallback"
},
"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
"mitigation": "Lower aggressiveness and prioritize market/liquidity confirmation.",
"refs": [
"artifact://276489",
"artifact://276669",
"artifact://276610"
],
"score": 0.68,
"severity": "elevated",
"source": "ml.prediction",
"title": "Model quality / fallback risk",
"type": "model_risk"
},
{
"blocking": false,
"evidence": {
"degraded_dependencies": [
"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
"id": "system_degraded_dependencies",
"mitigation": "Run in caution mode or force manual review.",
"refs": [
"artifact://276489",
"artifact://276669",
"artifact://276610"
],
"score": 0.7,
"severity": "high",
"source": "pipeline.refs",
"title": "System/dependency degradation",
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}
],
"confidence": 0.5249033789600331,
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"confidence_before_risk": 0.23194173039031543,
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"degraded_dependencies": [
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],
"explanation": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.23-\u003e0.21.",
"explanation_for_chat": "Detected risks: model_degraded_or_fallback, system_degraded_dependencies. Main impact: allow.",
"explanation_for_ui": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.23-\u003e0.21.",
"manual_review_required": false,
"max_position": 100.0,
"mitigations": [
"Lower aggressiveness and prioritize market/liquidity confirmation.",
"Run in caution mode or force manual review."
],
"mode": "degraded",
"ok": true,
"raw_refs": {
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"portfolio": "artifact://276610",
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},
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"system_degraded_dependencies"
],
"recommended_size_modifier": 1.0,
"refs_used": [
{
"kind": "market_snapshot",
"ref": "artifact://276489",
"title": "None",
"why": "Used as current market context for risk constraints and sizing checks."
},
{
"kind": "strategy_agent_output",
"ref": "artifact://276669",
"title": "None",
"why": "Used as the proposed strategy intent being evaluated by RiskAgent."
},
{
"kind": "portfolio_snapshot",
"ref": "artifact://276610",
"title": "None",
"why": "Used as portfolio exposure context for risk budgeting."
}
],
"risk_breakdown": {
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"severity": "moderate"
},
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"severity": "low"
},
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"severity": "low"
},
"liquidity_risk": {
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"severity": "low"
},
"market_risk": {
"score": 0.0,
"severity": "low"
},
"model_risk": {
"score": 0.68,
"severity": "elevated"
},
"policy_risk": {
"score": 0.0,
"severity": "low"
},
"portfolio_risk": {
"score": 0.0,
"severity": "low"
},
"signal_risk": {
"score": 0.0,
"severity": "low"
},
"strategy_risk": {
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"severity": "low"
},
"system_risk": {
"score": 0.7,
"severity": "high"
}
},
"risk_confidence": 0.65,
"risk_level": "low",
"risk_score": 0.13633333333333333,
"risk_summary": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"signal": {},
"stop_loss": 0.03715833
},
"sentiment": {
"action": null,
"bias": null,
"confidence": null,
"constraints": {},
"event_strength": null,
"explanation": "SentimentAgent analysis based on news flow and narratives.",
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "narratives",
"ref": "artifact://276553",
"title": "None",
"why": "Narratives enrichment used as sentiment source"
}
],
"sentiment_score": null,
"signal": {}
},
"strategy": {
"action": "hold",
"confidence": 0.23194173039031543,
"constraints": {
"allow_short": null,
"blacklist": [],
"horizon": null,
"max_leverage": null,
"max_position_usd": null,
"preferred_assets": [],
"style": null
},
"explanation": "StrategyAgent deterministic fallback used because LLM was unavailable or invalid. Decision was derived from ML direction, market momentum/regime, narrative sentiment and news bias.",
"mode": "degraded",
"profile_summary_text": "language=Default",
"raw_refs": {
"market_snapshot": "artifact://276489",
"ml": [
"{\u0027prediction_ref\u0027: \u0027artifact://276625\u0027, \u0027model\u0027: \u0027tp_eq_sl\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.8397218874287778}",
"{\u0027prediction_ref\u0027: \u0027artifact://276627\u0027, \u0027model\u0027: \u0027tp_3sl\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.9168449962193621}",
"{\u0027prediction_ref\u0027: \u0027artifact://276629\u0027, \u0027model\u0027: \u0027sl_3tp\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.9195251011316465}",
"{\u0027prediction_ref\u0027: \u0027artifact://276630\u0027, \u0027model\u0027: \u0027ensemble.direction\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.8898081403775719}",
"{\u0027prediction_ref\u0027: \u0027artifact://276631\u0027, \u0027model\u0027: \u0027ensemble.price\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.8898081403775719}",
"{\u0027prediction_ref\u0027: \u0027artifact://276632\u0027, \u0027model\u0027: \u0027ensemble.orchestrated\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.8898081403775719}"
],
"narratives": "artifact://276553",
"news": [],
"rag": []
},
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"refs_used": [
{
"kind": "market_snapshot",
"ref": "artifact://276489",
"title": "None",
"why": "Used as the primary market state input for strategy formation."
},
{
"kind": "narratives",
"ref": "artifact://276553",
"title": "None",
"why": "Used as narrative/sentiment context for structural market interpretation."
},
{
"kind": "ml_prediction",
"ref": "artifact://276625",
"title": "tp_eq_sl:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276627",
"title": "tp_3sl:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276629",
"title": "sl_3tp:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276630",
"title": "ensemble.direction:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276631",
"title": "ensemble.price:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276632",
"title": "ensemble.orchestrated:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
}
],
"signal": {
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"blockers": [],
"direction": "neutral",
"factors": [
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"macro_structural_bias"
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"macro_agent_weight": 0.43750092105548755,
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"pair": "BTC/USDT",
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"reason_codes": [
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"rsi": null,
"score": 0.009951441991929521,
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}
},
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"action": "hold",
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"explanation": "LLM unavailable/invalid; SupervisorAgent applied deterministic arbitration.",
"mode": "degraded",
"overrides": [],
"raw_refs": {},
"reasons": [
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"compliance_clear",
"deterministic_arbitration"
],
"refs_used": [
{
"kind": "compliance",
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"title": "None",
"why": "Compliance gate can override final action"
},
{
"kind": "portfolio",
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"title": "None",
"why": "Portfolio state can reduce or block adding risk"
},
{
"kind": "macro",
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"title": "None",
"why": "Macro backdrop influences regime filter"
},
{
"kind": "ml_judge",
"ref": "artifact://276647",
"title": "None",
"why": "ML trust influences final confidence"
},
{
"kind": "rag_judge",
"ref": "artifact://276643",
"title": "None",
"why": "RAG trust influences evidence usage"
}
],
"signal": {
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"blockers": [],
"max_position": 100.0,
"pair": "BTC/USDT",
"recommended_size_modifier": 1.0,
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"source": "deterministic_fallback",
"stop_loss": 0.03715833,
"strategy_action": "hold",
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"winner_factors": [
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"deterministic_arbitration",
"onchain_bullish_confirmation"
]
},
"trading": {
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"confidence": 0.26652414970726035,
"constraints": {},
"explanation": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints.",
"mode": "degraded",
"raw_refs": {
"compliance": "artifact://276614",
"execution": "artifact://276689",
"risk_agent_output": "artifact://276682",
"strategy_agent_output": "artifact://276669"
},
"reasons": [],
"refs_used": [
{
"kind": "strategy_agent_output",
"ref": "artifact://276669",
"title": "None",
"why": "Used as the source strategy intent to convert into final trading intent."
},
{
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"why": "Used as the risk approval and constraint layer for final trading intent."
},
{
"kind": "execution_agent_output",
"ref": "artifact://276689",
"title": "None",
"why": "Used as execution-style guidance for final intent shaping."
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{
"kind": "compliance_snapshot",
"ref": "artifact://276614",
"title": "None",
"why": "Used as policy context so final trading intent respects hard gates."
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"confidence": 0.0,
"decision_override": null,
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"explanation": "LLM returned invalid output; ComplianceAgent used compliance_snapshot fallback.",
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"mode": "degraded",
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"quality": "degraded",
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"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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"compliance": "artifact://276614",
"macro": "artifact://276597",
"market": {
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"ohlcv": "artifact://276464",
"price": "artifact://276483",
"snapshot": "artifact://276489"
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"artifact://276625",
"artifact://276627",
"artifact://276629",
"artifact://276630",
"artifact://276631",
"artifact://276632"
],
"narratives": "chroma://narratives/5b06cf0760c2193935a0c3f5",
"news": [],
"portfolio": "artifact://276610",
"rag": []
},
"execution": {
"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"explanation": "ExecutionAgent assessed entry timing and execution style.",
"mode": "llm_error",
"model": "gemma3:12b",
"raw_refs": {},
"reason": "quality.llm_exception",
"refs_used": [
{
"kind": "market_liquidity",
"ref": "artifact://276478",
"title": null,
"why": "Liquidity evidence used to decide passive/aggressive entry"
},
{
"kind": "market_snapshot",
"ref": "artifact://276489",
"title": null,
"why": "Market snapshot used for execution context"
}
]
},
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"execution_style": null,
"expected_price": null,
"market_type": "spot",
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"notional_usd": 100.0,
"order_type": null,
"reduce_only": false,
"sandbox": null,
"side": null,
"slices": null,
"symbol": "BTC/USDT",
"time_in_force": "GTC",
"timeframe": "1h",
"venue": "binance"
},
"judgements": {
"ml_judge": {
"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"explanation": "MLJudgeAgent assessed prediction trustworthiness and model agreement.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
"kind": "ml_judgement",
"ref": "artifact://276647",
"title": null,
"why": "Judgement artifact used as trust source"
}
]
},
"rag_judge": {
"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"model": "gemma3:12b",
"raw_refs": {},
"reason": "quality.llm_exception",
"refs_used": [
{
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"ref": "artifact://276643",
"title": null,
"why": "Judgement artifact used as base evaluation"
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}
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"explanation": "LLM returned invalid output; MacroAgent used macro_snapshot structural signals fallback.",
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"mode": "degraded",
"needs_manual_review": true,
"quality": "degraded",
"raw_refs": {},
"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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"macro.structural_fallback"
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"refs_used": [],
"regime": "neutral",
"signal": {
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"macro_structural_factors": [
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"usd_strong_crypto_headwind",
"equity_risk_off"
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},
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1508,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1236,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
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"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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"ml_trust_low"
],
"refs_used": [],
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"health_state": "unknown",
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"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"explanation": "MLJudgeAgent assessed prediction trustworthiness and model agreement.",
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{
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"ref": "artifact://276647",
"title": null,
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"taker_buy_dominant:1.18 \u2014 aggressive market buying (bullish pressure)",
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"extra_metrics": {
"avg_funding_rate": -4.8000927370999994e-05,
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"btc_hash_rate": 1008579779315.9519,
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{
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],
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"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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{
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"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
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"title": null,
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"score": 0.7,
"severity": "high",
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{
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"metrics.spread_bps"
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"Run in caution mode or force manual review."
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"mode": "degraded",
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"ok": true,
"quality": "degraded",
"raw_refs": {
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"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"reasons": [
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"recommended_size_modifier": 1.0,
"refs_used": [
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"why": "Used as current market context for risk constraints and sizing checks."
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{
"kind": "strategy_agent_output",
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"why": "Used as the proposed strategy intent being evaluated by RiskAgent."
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{
"kind": "portfolio_snapshot",
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"why": "Used as portfolio exposure context for risk budgeting."
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"severity": "moderate"
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"severity": "low"
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"execution_risk": {
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"severity": "low"
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"severity": "low"
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"severity": "elevated"
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"policy_risk": {
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"severity": "low"
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"portfolio_risk": {
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"severity": "low"
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"severity": "low"
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"strategy_risk": {
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"severity": "low"
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"system_risk": {
"score": 0.7,
"severity": "high"
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},
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"risk_impact": {
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"action_before_risk": "hold",
"blocked_by": [],
"confidence_after_risk": 0.2098067579200663,
"confidence_before_risk": 0.23194173039031543,
"final_reason": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"overrides": [
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],
"size_modifier": 1.0
},
"risk_level": "low",
"risk_score": 0.13633333333333333,
"risk_summary": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"stop_loss": 0.03715833
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"sentiment": {
"error": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"explanation": "SentimentAgent analysis based on news flow and narratives.",
"mode": "llm_error",
"model": "gemma3:12b",
"raw_refs": {},
"reason": "quality.llm_exception",
"refs_used": [
{
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"ref": "artifact://276553",
"title": null,
"why": "Narratives enrichment used as sentiment source"
}
]
},
"strategy": {
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"action_tradeable": false,
"autotrade_safe": false,
"bias": "neutral",
"confidence": 0.23194173039031543,
"constraints": {
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"blacklist": [],
"horizon": null,
"max_leverage": null,
"max_position_usd": null,
"preferred_assets": [],
"style": null
},
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"disagreement_flags": [],
"explanation": "StrategyAgent deterministic fallback used because LLM was unavailable or invalid. Decision was derived from ML direction, market momentum/regime, narrative sentiment and news bias.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"profile_summary_text": "language=Default",
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"ml": [
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"{\u0027prediction_ref\u0027: \u0027artifact://276627\u0027, \u0027model\u0027: \u0027tp_3sl\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.9168449962193621}",
"{\u0027prediction_ref\u0027: \u0027artifact://276629\u0027, \u0027model\u0027: \u0027sl_3tp\u0027, \u0027timeframe\u0027: \u00271h\u0027, \u0027confidence\u0027: 0.9195251011316465}",
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"narratives": "artifact://276553",
"news": [],
"rag": []
},
"reason": "Client error \u0027404 Not Found\u0027 for url \u0027http://ollama:11434/api/chat\u0027\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"refs_used": [
{
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"title": null,
"why": "Used as the primary market state input for strategy formation."
},
{
"kind": "narratives",
"ref": "artifact://276553",
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"why": "Used as narrative/sentiment context for structural market interpretation."
},
{
"kind": "ml_prediction",
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"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276627",
"title": "tp_3sl:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276629",
"title": "sl_3tp:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
"ref": "artifact://276630",
"title": "ensemble.direction:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
"kind": "ml_prediction",
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"title": "ensemble.price:1h",
"why": "Used as ML directional evidence for short-term strategy assessment."
},
{
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