data: {"data":"===== Job started at 2026-04-26 08:36:33 =====","timestamp":"2026-04-26T08:36:33Z"}

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data: {"data":" Downloaded torch","timestamp":"2026-04-26T08:36:55.137Z"}

data: {"data":"Installed 146 packages in 325ms","timestamp":"2026-04-26T08:36:55.463Z"}

data: {"data":"[torch-bootstrap] torch=2.11.0+cu130  cuda_compiled=13.0","timestamp":"2026-04-26T08:36:58.326Z"}

data: {"data":"[torch-bootstrap] CUDA probe: OK n=1 torch=2.11.0+cu130 cuda=13.0","timestamp":"2026-04-26T08:37:00.270Z"}

data: {"data":"[bootstrap] cloning https://github.com/Yaswanth-Bolla/scaler-hackathon.git branch=srinjoys-version ...","timestamp":"2026-04-26T08:37:00.283Z"}

data: {"data":"[bootstrap] cloned to /tmp/tmpe6pm5t9h/incident_env, sys.path += /tmp/tmpe6pm5t9h","timestamp":"2026-04-26T08:37:00.561Z"}

data: {"data":"//eval_compare.py:1236: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).","timestamp":"2026-04-26T08:37:00.596Z"}

data: {"data":"  _RUN_ID = _dt.datetime.utcnow().strftime(\"%Y%m%d_%H%M%S\")","timestamp":"2026-04-26T08:37:00.596Z"}

data: {"data":"","timestamp":"2026-04-26T08:37:00.596Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T08:37:00.596Z"}

data: {"data":"[fine-tuned] Evaluating Yaswanth-Bolla/qwen-merged","timestamp":"2026-04-26T08:37:00.596Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T08:37:00.596Z"}

data: {"data":"[HFChatPolicy] Loading Yaswanth-Bolla/qwen-merged ...","timestamp":"2026-04-26T08:37:05.262Z"}

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data: {"data":"[transformers] `torch_dtype` is deprecated! Use `dtype` instead!","timestamp":"2026-04-26T08:37:07.316Z"}

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data: {"data":"============================================================","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] model_id    : Yaswanth-Bolla/qwen-merged","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] first param : cuda:0","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] torch       : 2.11.0+cu130","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] cuda built  : 13.0","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] attn_impl   : sdpa","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] torch_dtype : bfloat16","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] GPUs        : 1","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT]   cuda:0 NVIDIA H200  VRAM 14.2/140 GB","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[DEVICE AUDIT] OK — running on cuda:0","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T08:37:30.110Z"}

data: {"data":"[HFChatPolicy] Ready: Yaswanth-Bolla/qwen-merged","timestamp":"2026-04-26T08:37:30.110Z"}

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data: {"data":"\r  distributed_deadlock:  68%|██████▊   | 17/25 [00:20<00:09,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:38:52.728Z"}

data: {"data":"\r  distributed_deadlock:  72%|███████▏  | 18/25 [00:20<00:08,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:38:53.968Z"}

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data: {"data":"\r  distributed_deadlock:  76%|███████▌  | 19/25 [00:21<00:07,  1.20s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:38:55.242Z"}

data: {"data":"\r  distributed_deadlock:  76%|███████▌  | 19/25 [00:22<00:07,  1.20s/step, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:38:55.242Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:22<00:06,  1.22s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:38:57.102Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:24<00:06,  1.22s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:38:57.103Z"}

data: {"data":"\r  distributed_deadlock:  84%|████████▍ | 21/25 [00:24<00:05,  1.41s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:01.878Z"}

data: {"data":"\r  distributed_deadlock:  84%|████████▍ | 21/25 [00:29<00:05,  1.41s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:01.880Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:39:02.266Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:39:02.266Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:39:02.266Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:29<00:07,  2.41s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:02.266Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:39:02.586Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:39:02.587Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:39:02.587Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:29<00:07,  2.41s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:39:02.587Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:39:02.920Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/main.py\"}}'","timestamp":"2026-04-26T08:39:02.920Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:39:02.920Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:30<00:07,  2.41s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:39:02.920Z"}

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data: {"data":"\r  distributed_deadlock: 100%|██████████| 25/25 [00:30<00:00,  1.25s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:02.920Z"}

data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:39:02.921Z"}

data: {"data":"\rpool=C:  25%|██▌       | 2/8 [01:32<03:06, 31.05s/ep, score=0.460, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:39:02.921Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [01:32<02:33, 30.77s/ep, score=0.460, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:39:02.923Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:39:03.115Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:39:03.115Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:39:03.115Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:39:03.795Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:39:03.795Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:39:03.795Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:03.795Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:39:04.716Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:04.716Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:39:04.716Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=orders","timestamp":"2026-04-26T08:39:04.716Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:04.717Z"}

data: {"data":"\r  circuit_breaker_noop:  12%|█▏        | 3/25 [00:01<00:13,  1.67step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:05.649Z"}

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data: {"data":"\r  circuit_breaker_noop:  12%|█▏        | 3/25 [00:04<00:13,  1.67step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:39:07.238Z"}

data: {"data":"\r  circuit_breaker_noop:  20%|██        | 5/25 [00:04<00:18,  1.09step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:08.272Z"}

data: {"data":"\r  circuit_breaker_noop:  20%|██        | 5/25 [00:05<00:18,  1.09step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:09.344Z"}

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data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:08<00:17,  1.03step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:11.781Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:08<00:17,  1.07s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:13.072Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:10<00:17,  1.07s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:13.073Z"}

data: {"data":"\r  circuit_breaker_noop:  40%|████      | 10/25 [00:10<00:16,  1.11s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:14.378Z"}

data: {"data":"\r  circuit_breaker_noop:  40%|████      | 10/25 [00:11<00:16,  1.11s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:14.378Z"}

data: {"data":"\r  circuit_breaker_noop:  44%|████▍     | 11/25 [00:11<00:16,  1.16s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:15.693Z"}

data: {"data":"\r  circuit_breaker_noop:  44%|████▍     | 11/25 [00:12<00:16,  1.16s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:15.694Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:12<00:15,  1.20s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:16.534Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:13<00:15,  1.20s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:17.757Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:14<00:15,  1.20s/step, action=check_dependencies, phase=1]  \u001b[A","timestamp":"2026-04-26T08:39:17.758Z"}

data: {"data":"\r  circuit_breaker_noop:  56%|█████▌    | 14/25 [00:14<00:12,  1.13s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:18.494Z"}

data: {"data":"\r  circuit_breaker_noop:  56%|█████▌    | 14/25 [00:15<00:12,  1.13s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:19.674Z"}

data: {"data":"\r  circuit_breaker_noop:  56%|█████▌    | 14/25 [00:16<00:12,  1.13s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:19.674Z"}

data: {"data":"\r  circuit_breaker_noop:  64%|██████▍   | 16/25 [00:16<00:09,  1.06s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:21.489Z"}

data: {"data":"\r  circuit_breaker_noop:  64%|██████▍   | 16/25 [00:18<00:09,  1.06s/step, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:39:21.490Z"}

data: {"data":"\r  circuit_breaker_noop:  68%|██████▊   | 17/25 [00:18<00:09,  1.22s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:23.257Z"}

data: {"data":"\r  circuit_breaker_noop:  68%|██████▊   | 17/25 [00:20<00:09,  1.22s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:23.257Z"}

data: {"data":"\r  circuit_breaker_noop:  72%|███████▏  | 18/25 [00:20<00:09,  1.35s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:24.985Z"}

data: {"data":"\r  circuit_breaker_noop:  72%|███████▏  | 18/25 [00:22<00:09,  1.35s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:24.986Z"}

data: {"data":"\r  circuit_breaker_noop:  76%|███████▌  | 19/25 [00:22<00:08,  1.44s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:26.040Z"}

data: {"data":"\r  circuit_breaker_noop:  76%|███████▌  | 19/25 [00:23<00:08,  1.44s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:26.040Z"}

data: {"data":"\r  circuit_breaker_noop:  80%|████████  | 20/25 [00:23<00:06,  1.34s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:27.107Z"}

data: {"data":"\r  circuit_breaker_noop:  80%|████████  | 20/25 [00:24<00:06,  1.34s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:27.107Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:24<00:05,  1.27s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:31.047Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:28<00:05,  1.27s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:31.048Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:39:31.687Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:39:31.687Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:39:31.687Z"}

data: {"data":"\r  circuit_breaker_noop:  88%|████████▊ | 22/25 [00:28<00:06,  2.01s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:31.687Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:39:32.154Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:39:32.154Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:39:32.154Z"}

data: {"data":"\r  circuit_breaker_noop:  88%|████████▊ | 22/25 [00:28<00:06,  2.01s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:39:32.154Z"}

data: {"data":"\r  circuit_breaker_noop:  88%|████████▊ | 22/25 [00:29<00:06,  2.01s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:39:32.155Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:39:32.500Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth.py\"}}'","timestamp":"2026-04-26T08:39:32.500Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:39:32.501Z"}

data: {"data":"\r  circuit_breaker_noop:  96%|█████████▌| 24/25 [00:29<00:01,  1.37s/step, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:32.501Z"}

data: {"data":"\r  circuit_breaker_noop:  96%|█████████▌| 24/25 [00:29<00:01,  1.37s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:32.501Z"}

data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:39:32.502Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [02:02<02:33, 30.77s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:39:32.502Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [02:02<02:01, 30.30s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:39:32.506Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T08:39:32.870Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:39:32.870Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:39:32.870Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:39:32.870Z"}

data: {"data":"[LLM] step=2 valid_actions_count=54","timestamp":"2026-04-26T08:39:33.600Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:39:33.600Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:33.600Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:33.601Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:39:35.027Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\", \"limit\": 20}}'","timestamp":"2026-04-26T08:39:35.027Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:39:35.027Z"}

data: {"data":"\r  aliased_fault:   8%|▊         | 2/25 [00:01<00:12,  1.82step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:35.027Z"}

data: {"data":"\r  aliased_fault:   8%|▊         | 2/25 [00:02<00:12,  1.82step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:39:36.051Z"}

data: {"data":"\r  aliased_fault:   8%|▊         | 2/25 [00:03<00:12,  1.82step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:36.052Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:03<00:19,  1.06step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:37.135Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:04<00:19,  1.06step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:38.235Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:05<00:19,  1.06step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:39:38.235Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:05<00:19,  1.01s/step, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:40.267Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:07<00:19,  1.01s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:45.596Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:13<00:19,  1.01s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:45.597Z"}

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data: {"data":"[LLM] step=1 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:39:45.906Z"}

data: {"data":"[LLM] step=1 → action_type=list_dir target=None","timestamp":"2026-04-26T08:39:45.906Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:13<00:35,  2.07s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:45.906Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:13<00:35,  2.07s/step, action=list_dir, phase=2]            \u001b[A","timestamp":"2026-04-26T08:39:47.010Z"}

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data: {"data":"[LLM] step=2 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:39:47.010Z"}

data: {"data":"[LLM] step=2 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:39:47.010Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:14<00:35,  2.07s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:47.011Z"}

data: {"data":"\r  aliased_fault:  40%|████      | 10/25 [00:14<00:23,  1.58s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:47.719Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:39:47.719Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \"queue\"}}'","timestamp":"2026-04-26T08:39:47.719Z"}

data: {"data":"[LLM] step=3 → action_type=list_dir target=None","timestamp":"2026-04-26T08:39:47.719Z"}

data: {"data":"\r  aliased_fault:  40%|████      | 10/25 [00:15<00:23,  1.58s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:39:48.616Z"}

data: {"data":"\r  aliased_fault:  40%|████      | 10/25 [00:16<00:23,  1.58s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:48.617Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:16<00:17,  1.31s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:50.003Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:17<00:17,  1.31s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:51.511Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:19<00:17,  1.31s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:51.511Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:19<00:14,  1.36s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:53.971Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:21<00:14,  1.36s/step, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:39:53.971Z"}

data: {"data":"\r                                                                                                 \u001b[A","timestamp":"2026-04-26T08:39:53.971Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [02:23<02:01, 30.30s/ep, score=0.557, steps=15, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:39:53.971Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [02:23<01:21, 27.12s/ep, score=0.557, steps=15, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:39:53.974Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:39:54.182Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:39:54.182Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:39:54.182Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:39:54.182Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:39:54.576Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:39:54.576Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:39:54.576Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:54.576Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:39:55.073Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"auth\", \"parameters\": {}}'","timestamp":"2026-04-26T08:39:55.073Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T08:39:55.073Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:55.073Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:55.074Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.73step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:56.080Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.73step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:39:57.187Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:03<00:08,  2.73step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:58.305Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:04<00:08,  2.73step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:58.305Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:04<00:14,  1.27step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:39:59.486Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:05<00:14,  1.27step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:00.730Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:06<00:14,  1.27step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:00.731Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:06<00:15,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:02.037Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:08<00:15,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:03.451Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:09<00:15,  1.07step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:03.452Z"}

data: {"data":"\r  severity_inversion:  40%|████      | 10/25 [00:09<00:16,  1.08s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:04.889Z"}

data: {"data":"\r  severity_inversion:  40%|████      | 10/25 [00:10<00:16,  1.08s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:06.384Z"}

data: {"data":"\r  severity_inversion:  40%|████      | 10/25 [00:12<00:16,  1.08s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:06.384Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:12<00:15,  1.21s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:08.376Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:14<00:15,  1.21s/step, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:40:08.377Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:14<00:16,  1.36s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:10.355Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:16<00:16,  1.36s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:10.356Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:16<00:16,  1.49s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:11.758Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:17<00:16,  1.49s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:11.758Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:17<00:14,  1.47s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:13.105Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:19<00:14,  1.47s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:13.105Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:19<00:12,  1.44s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:14.448Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:20<00:12,  1.44s/step, action=run_health_check, phase=1]  \u001b[A","timestamp":"2026-04-26T08:40:14.448Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:20<00:11,  1.41s/step, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:15.740Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:21<00:11,  1.41s/step, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:15.741Z"}

data: {"data":"\r  severity_inversion:  72%|███████▏  | 18/25 [00:21<00:09,  1.38s/step, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:18.462Z"}

data: {"data":"\r  severity_inversion:  72%|███████▏  | 18/25 [00:24<00:09,  1.38s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:18.462Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:24<00:10,  1.76s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:22.888Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:28<00:10,  1.76s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:22.889Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:40:23.521Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:40:23.521Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:40:23.521Z"}

data: {"data":"\r  severity_inversion:  80%|████████  | 20/25 [00:28<00:12,  2.52s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:23.521Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:40:23.937Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:40:23.937Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:40:23.937Z"}

data: {"data":"\r  severity_inversion:  80%|████████  | 20/25 [00:29<00:12,  2.52s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:40:23.937Z"}

data: {"data":"\r  severity_inversion:  80%|████████  | 20/25 [00:29<00:12,  2.52s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:40:23.938Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:40:24.301Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T08:40:24.301Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:40:24.301Z"}

data: {"data":"\r  severity_inversion:  88%|████████▊ | 22/25 [00:29<00:04,  1.62s/step, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:24.301Z"}

data: {"data":"\r  severity_inversion:  88%|████████▊ | 22/25 [00:30<00:04,  1.62s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:25.633Z"}

data: {"data":"\r  severity_inversion:  88%|████████▊ | 22/25 [00:31<00:04,  1.62s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:25.634Z"}

data: {"data":"\r  severity_inversion:  96%|█████████▌| 24/25 [00:31<00:01,  1.32s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:27.075Z"}

data: {"data":"\r  severity_inversion:  96%|█████████▌| 24/25 [00:33<00:01,  1.32s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:27.076Z"}

data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T08:40:27.076Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [02:56<01:21, 27.12s/ep, score=0.468, steps=25, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:40:27.076Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [02:56<00:58, 29.15s/ep, score=0.468, steps=25, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:40:27.079Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:40:27.431Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:40:27.431Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:40:27.431Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:40:27.431Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:40:28.825Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:40:28.825Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:40:28.825Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:28.825Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:40:28.826Z"}

data: {"data":"[LLM] step=3 valid_actions_count=52","timestamp":"2026-04-26T08:40:29.585Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:40:29.585Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:40:29.585Z"}

data: {"data":"\r  confidence_inversion:   8%|▊         | 2/25 [00:01<00:20,  1.14step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:29.585Z"}

data: {"data":"\r  confidence_inversion:   8%|▊         | 2/25 [00:02<00:20,  1.14step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:30.045Z"}

data: {"data":"\r  confidence_inversion:   8%|▊         | 2/25 [00:02<00:20,  1.14step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:40:30.046Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:02<00:15,  1.39step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:31.090Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:04<00:15,  1.39step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:31.813Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:04<00:15,  1.39step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:31.813Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:04<00:15,  1.26step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:32.960Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:05<00:15,  1.26step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:34.173Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:07<00:15,  1.26step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:34.174Z"}

data: {"data":"\r  confidence_inversion:  32%|███▏      | 8/25 [00:07<00:16,  1.06step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:35.458Z"}

data: {"data":"\r  confidence_inversion:  32%|███▏      | 8/25 [00:08<00:16,  1.06step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:36.844Z"}

data: {"data":"\r  confidence_inversion:  32%|███▏      | 8/25 [00:09<00:16,  1.06step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:36.844Z"}

data: {"data":"\r  confidence_inversion:  40%|████      | 10/25 [00:09<00:16,  1.09s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:38.365Z"}

data: {"data":"\r  confidence_inversion:  40%|████      | 10/25 [00:11<00:16,  1.09s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:38.366Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:11<00:16,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:39.353Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:12<00:16,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:40.371Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:13<00:16,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:40.372Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:13<00:13,  1.11s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:41.198Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:14<00:13,  1.11s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:42.528Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:15<00:13,  1.11s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:42.528Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:15<00:11,  1.10s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:43.909Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:16<00:11,  1.10s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:43.910Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:16<00:10,  1.16s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:45.011Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:17<00:10,  1.16s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:45.012Z"}

data: {"data":"\r  confidence_inversion:  68%|██████▊   | 17/25 [00:17<00:09,  1.14s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:46.222Z"}

data: {"data":"\r  confidence_inversion:  68%|██████▊   | 17/25 [00:19<00:09,  1.14s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:46.223Z"}

data: {"data":"\r  confidence_inversion:  72%|███████▏  | 18/25 [00:19<00:08,  1.16s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:47.731Z"}

data: {"data":"\r  confidence_inversion:  72%|███████▏  | 18/25 [00:20<00:08,  1.16s/step, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T08:40:47.732Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:20<00:07,  1.25s/step, action=rollback_deploy, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:50.460Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:23<00:07,  1.25s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:50.460Z"}

data: {"data":"\r  confidence_inversion:  80%|████████  | 20/25 [00:23<00:08,  1.64s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:54.448Z"}

data: {"data":"\r  confidence_inversion:  80%|████████  | 20/25 [00:27<00:08,  1.64s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:54.449Z"}

data: {"data":"\r  confidence_inversion:  84%|████████▍ | 21/25 [00:27<00:09,  2.29s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:54.901Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:40:54.901Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:40:54.901Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:40:54.901Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:40:55.213Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:40:55.213Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:40:55.213Z"}

data: {"data":"\r  confidence_inversion:  84%|████████▍ | 21/25 [00:27<00:09,  2.29s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:40:55.213Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:40:55.575Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/service.py\"}}'","timestamp":"2026-04-26T08:40:55.575Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:40:55.575Z"}

data: {"data":"\r  confidence_inversion:  84%|████████▍ | 21/25 [00:28<00:09,  2.29s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:40:55.575Z"}

data: {"data":"\r  confidence_inversion:  84%|████████▍ | 21/25 [00:28<00:09,  2.29s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:55.576Z"}

data: {"data":"\r  confidence_inversion:  96%|█████████▌| 24/25 [00:28<00:01,  1.25s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:56.311Z"}

data: {"data":"\r  confidence_inversion:  96%|█████████▌| 24/25 [00:29<00:01,  1.25s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:40:56.312Z"}

data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T08:40:56.313Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [03:26<00:58, 29.15s/ep, score=0.460, steps=25, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:40:56.313Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [03:26<00:29, 29.18s/ep, score=0.460, steps=25, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:40:56.316Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:40:56.605Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:40:56.605Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:40:56.605Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:40:56.605Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:57.221Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:40:57.221Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"api_gateway\"}'","timestamp":"2026-04-26T08:40:57.221Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:40:57.221Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:40:58.089Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:40:58.089Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:40:58.089Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:58.089Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:58.090Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:01<00:13,  1.69step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:58.616Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:02<00:13,  1.69step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:59.764Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:03<00:13,  1.69step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:40:59.765Z"}

data: {"data":"\r  info_ordering:  20%|██        | 5/25 [00:03<00:14,  1.41step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:01.566Z"}

data: {"data":"\r  info_ordering:  20%|██        | 5/25 [00:05<00:14,  1.41step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:41:03.356Z"}

data: {"data":"\r  info_ordering:  20%|██        | 5/25 [00:07<00:14,  1.41step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:03.357Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:07<00:20,  1.16s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:04.577Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:08<00:20,  1.16s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:05.318Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:09<00:20,  1.16s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:05.318Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:09<00:17,  1.09s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:06.599Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:10<00:17,  1.09s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:07.969Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:11<00:17,  1.09s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:07.970Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:11<00:16,  1.17s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:09.127Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:12<00:16,  1.17s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:09.128Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:12<00:15,  1.17s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:10.333Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:14<00:15,  1.17s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:10.334Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:14<00:14,  1.18s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:11.066Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:14<00:14,  1.18s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:12.266Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:15<00:14,  1.18s/step, action=check_metrics, phase=1]       \u001b[A","timestamp":"2026-04-26T08:41:12.266Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:15<00:10,  1.10s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:13.306Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:16<00:10,  1.10s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:13.306Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:16<00:09,  1.08s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:14.447Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:18<00:09,  1.08s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:14.447Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:18<00:08,  1.10s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:16.348Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:20<00:08,  1.10s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:16.348Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:20<00:09,  1.30s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:20.827Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:24<00:09,  1.30s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:20.828Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:41:21.281Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:41:21.281Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:41:21.281Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:24<00:12,  2.14s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:21.281Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:41:21.592Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:41:21.592Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:41:21.592Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:24<00:12,  2.14s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:41:21.592Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:41:22.494Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"shared/serializer.py\"}}'","timestamp":"2026-04-26T08:41:22.494Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:41:22.494Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:25<00:12,  2.14s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:41:22.494Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:26<00:12,  2.14s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:41:22.495Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:26<00:03,  1.30s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:41:23.946Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:27<00:03,  1.30s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:41:23.947Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:27<00:02,  1.33s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:41:25.396Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:29<00:02,  1.33s/step, action=search_code, phase=2]  \u001b[A","timestamp":"2026-04-26T08:41:25.397Z"}

data: {"data":"\r  info_ordering:  96%|█████████▌| 24/25 [00:29<00:01,  1.36s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:41:30.874Z"}

data: {"data":"\r  info_ordering:  96%|█████████▌| 24/25 [00:34<00:01,  1.36s/step, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:41:30.875Z"}

data: {"data":"\r                                                                                                 \u001b[A","timestamp":"2026-04-26T08:41:30.875Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [04:00<00:29, 29.18s/ep, score=0.565, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T08:41:30.875Z"}

data: {"data":"\rpool=C: 100%|██████████| 8/8 [04:00<00:00, 30.89s/ep, score=0.565, steps=25, task=info_ordering]\u001b[A\rpool=C: 100%|██████████| 8/8 [04:00<00:00, 30.10s/ep, score=0.565, steps=25, task=info_ordering]","timestamp":"2026-04-26T08:41:30.875Z"}

data: {"data":"","timestamp":"2026-04-26T08:41:30.876Z"}

data: {"data":"\rclaim1 — stopping behaviour:  25%|██▌       | 1/4 [04:00<12:02, 240.77s/claim]\u001b[A","timestamp":"2026-04-26T08:41:30.876Z"}

data: {"data":"\rclaim2 — r_cross ablation:  25%|██▌       | 1/4 [04:00<12:02, 240.77s/claim]  \u001b[A","timestamp":"2026-04-26T08:41:30.876Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:00<?, ?ep/s]\u001b[A","timestamp":"2026-04-26T08:41:30.879Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:41:31.058Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:41:31.058Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:41:31.058Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:41:31.058Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:41:31.395Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:41:31.395Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:41:31.395Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:31.395Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:41:31.979Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:41:31.979Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=orders","timestamp":"2026-04-26T08:41:31.979Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:31.979Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:31.979Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:08,  2.73step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:32.457Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:08,  2.73step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:41:32.987Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:02<00:08,  2.73step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:34.375Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:03<00:08,  2.73step/s, action=declare_no_change, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:34.375Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:11,  1.61step/s, action=declare_no_change, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:35.384Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:04<00:11,  1.61step/s, action=query_logs, phase=1]       \u001b[A","timestamp":"2026-04-26T08:41:36.007Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:05<00:11,  1.61step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:36.007Z"}

data: {"data":"\r  memory_leak:  32%|███▏      | 8/25 [00:05<00:11,  1.45step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:37.208Z"}

data: {"data":"\r  memory_leak:  32%|███▏      | 8/25 [00:06<00:11,  1.45step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:38.428Z"}

data: {"data":"\r  memory_leak:  32%|███▏      | 8/25 [00:07<00:11,  1.45step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:41:38.429Z"}

data: {"data":"\r  memory_leak:  40%|████      | 10/25 [00:07<00:13,  1.15step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:39.708Z"}

data: {"data":"\r  memory_leak:  40%|████      | 10/25 [00:08<00:13,  1.15step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:41.043Z"}

data: {"data":"\r  memory_leak:  40%|████      | 10/25 [00:10<00:13,  1.15step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:41:41.044Z"}

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data: {"data":"\r  memory_leak:  60%|██████    | 15/25 [00:18<00:17,  1.78s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:41:49.201Z"}

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data: {"data":"\r  memory_leak:  60%|██████    | 15/25 [00:18<00:17,  1.78s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:41:49.562Z"}

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data: {"data":"\r                                                                                                   \u001b[A","timestamp":"2026-04-26T08:41:52.242Z"}

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data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:24<00:04,  1.12step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:42.261Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:42:42.798Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:42:42.798Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:42:42.798Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:24<00:04,  1.61s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:42.798Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:42:43.109Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:42:43.109Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:42:43.109Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:24<00:04,  1.61s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:42:43.109Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:42:43.583Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/__init__.py\"}}'","timestamp":"2026-04-26T08:42:43.583Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:42:43.583Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:25<00:04,  1.61s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:42:43.583Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:25<00:04,  1.61s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:42:43.583Z"}

data: {"data":"\r  distributed_deadlock: 100%|██████████| 25/25 [00:25<00:00,  1.15s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:42:43.583Z"}

data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:42:43.584Z"}

data: {"data":"\rpool=C:  25%|██▌       | 2/8 [01:12<02:23, 23.99s/ep, score=0.585, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:42:43.584Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [01:12<02:03, 24.69s/ep, score=0.585, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:42:43.586Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:42:43.764Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:42:43.764Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:42:43.764Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:42:44.049Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:42:44.049Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:42:44.049Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:44.049Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:42:45.151Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:42:45.151Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:42:45.151Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:45.151Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:42:45.152Z"}

data: {"data":"\r  circuit_breaker_noop:  12%|█▏        | 3/25 [00:01<00:11,  1.92step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:46.131Z"}

data: {"data":"\r  circuit_breaker_noop:  12%|█▏        | 3/25 [00:02<00:11,  1.92step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:47.124Z"}

data: {"data":"\r  circuit_breaker_noop:  12%|█▏        | 3/25 [00:03<00:11,  1.92step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:42:47.125Z"}

data: {"data":"\r  circuit_breaker_noop:  20%|██        | 5/25 [00:03<00:14,  1.34step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:48.647Z"}

data: {"data":"\r  circuit_breaker_noop:  20%|██        | 5/25 [00:05<00:14,  1.34step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:42:49.651Z"}

data: {"data":"\r  circuit_breaker_noop:  20%|██        | 5/25 [00:06<00:14,  1.34step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:49.651Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:06<00:17,  1.04step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:50.466Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:06<00:17,  1.04step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:51.075Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:07<00:17,  1.04step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:42:51.076Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:07<00:13,  1.15step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:51.802Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:08<00:13,  1.15step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:54.529Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:10<00:13,  1.15step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:54.530Z"}

data: {"data":"\r  circuit_breaker_noop:  44%|████▍     | 11/25 [00:10<00:16,  1.17s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:58.864Z"}

data: {"data":"\r  circuit_breaker_noop:  44%|████▍     | 11/25 [00:15<00:16,  1.17s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:58.866Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:42:59.290Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:42:59.290Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:42:59.290Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:15<00:23,  1.79s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:42:59.290Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:42:59.572Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:42:59.572Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:42:59.572Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:15<00:23,  1.79s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:42:59.572Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:42:59.970Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"orders/prometheus_config.yaml\"}}'","timestamp":"2026-04-26T08:42:59.970Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:42:59.970Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:15<00:23,  1.79s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:42:59.970Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:16<00:23,  1.79s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:42:59.970Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:16<00:11,  1.14s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:00.303Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:16<00:11,  1.14s/step, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:43:00.718Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:17<00:11,  1.14s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:01.407Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:17<00:11,  1.14s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:01.407Z"}

data: {"data":"\r  circuit_breaker_noop:  72%|███████▏  | 18/25 [00:17<00:06,  1.14step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:02.990Z"}

data: {"data":"\r  circuit_breaker_noop:  72%|███████▏  | 18/25 [00:19<00:06,  1.14step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:03.691Z"}

data: {"data":"\r  circuit_breaker_noop:  72%|███████▏  | 18/25 [00:20<00:06,  1.14step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:03.691Z"}

data: {"data":"\r  circuit_breaker_noop:  80%|████████  | 20/25 [00:20<00:04,  1.05step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:15.415Z"}

data: {"data":"\r  circuit_breaker_noop:  80%|████████  | 20/25 [00:31<00:04,  1.05step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:23.950Z"}

data: {"data":"\r  circuit_breaker_noop:  80%|████████  | 20/25 [00:40<00:04,  1.05step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:23.950Z"}

data: {"data":"\r                                                                                                            \u001b[A","timestamp":"2026-04-26T08:43:23.951Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [01:53<02:03, 24.69s/ep, score=0.318, steps=21, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:43:23.951Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:53<02:03, 30.88s/ep, score=0.318, steps=21, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:43:23.953Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T08:43:24.131Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:43:24.131Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:43:24.131Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:43:24.131Z"}

data: {"data":"[LLM] step=2 valid_actions_count=54","timestamp":"2026-04-26T08:43:24.473Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:43:24.473Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:43:24.473Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:24.473Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:43:25.184Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:43:25.184Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:43:25.184Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:25.184Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:43:25.185Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:01<00:09,  2.44step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:26.207Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:02<00:09,  2.44step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:26.839Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:02<00:09,  2.44step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:27.949Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:03<00:09,  2.44step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:43:27.950Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:03<00:13,  1.41step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:29.937Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:05<00:13,  1.41step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:33.765Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:09<00:13,  1.41step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:33.766Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:43:34.047Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:43:34.047Z"}

data: {"data":"[LLM] step=1 → action_type=list_dir target=None","timestamp":"2026-04-26T08:43:34.047Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:09<00:25,  1.50s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:34.047Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:43:34.506Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:43:34.506Z"}

data: {"data":"[LLM] step=2 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:43:34.506Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:10<00:25,  1.50s/step, action=list_dir, phase=2]            \u001b[A","timestamp":"2026-04-26T08:43:34.506Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:43:34.839Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \"queue\"}}'","timestamp":"2026-04-26T08:43:34.839Z"}

data: {"data":"[LLM] step=3 → action_type=list_dir target=None","timestamp":"2026-04-26T08:43:34.839Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:10<00:25,  1.50s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:34.839Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:10<00:25,  1.50s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:43:34.839Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:10<00:14,  1.00s/step, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:35.223Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:11<00:14,  1.00s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:35.882Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:11<00:14,  1.00s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:35.883Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:11<00:10,  1.16step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:36.500Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:12<00:10,  1.16step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:38.652Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:14<00:10,  1.16step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:38.652Z"}

data: {"data":"\r                                                                                                 \u001b[A","timestamp":"2026-04-26T08:43:38.652Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [02:07<02:03, 30.88s/ep, score=0.557, steps=15, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:43:38.653Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [02:07<01:15, 25.04s/ep, score=0.557, steps=15, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:43:38.655Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:43:38.833Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:43:38.833Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:43:39.145Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:39.145Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:43:39.884Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:43:39.884Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:43:39.884Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:39.884Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:43:39.885Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:09,  2.44step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:40.426Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:09,  2.44step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:41.237Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:02<00:09,  2.44step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:41.905Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:03<00:09,  2.44step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:43:41.906Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:03<00:10,  1.77step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:44.046Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:05<00:10,  1.77step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:47.355Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:08<00:10,  1.77step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:47.356Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:43:47.780Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:43:47.780Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:43:47.780Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:08<00:22,  1.34s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:47.780Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:43:48.095Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:43:48.095Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:43:48.095Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:09<00:22,  1.34s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:43:48.095Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:43:48.460Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T08:43:48.460Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:43:48.460Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:09<00:22,  1.34s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:43:48.460Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:09<00:22,  1.34s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:48.460Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:09<00:12,  1.09step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:49.065Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:10<00:12,  1.09step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:49.713Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:11<00:12,  1.09step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:49.714Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:11<00:09,  1.20step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:50.291Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:11<00:09,  1.20step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:51.085Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:12<00:09,  1.20step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:51.085Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:12<00:07,  1.27step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:51.689Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:13<00:07,  1.27step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:52.301Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:13<00:07,  1.27step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:52.302Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:13<00:05,  1.36step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:52.903Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:14<00:05,  1.36step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:43:52.903Z"}

data: {"data":"\r                                                                                                          \u001b[A","timestamp":"2026-04-26T08:43:52.903Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [02:22<01:15, 25.04s/ep, score=0.464, steps=18, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:43:52.903Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [02:22<00:42, 21.37s/ep, score=0.464, steps=18, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:43:52.906Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:43:53.180Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:43:53.180Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:43:53.180Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:43:53.180Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:43:53.680Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:43:53.680Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:43:53.680Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:53.680Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:43:54.050Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:43:54.050Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:43:54.050Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:43:54.050Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:54.050Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.62step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:54.511Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.62step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:43:55.090Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.62step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:43:55.631Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.62step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:55.632Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:02<00:08,  2.14step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:43:56.196Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:08,  2.14step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:43:57.198Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:04<00:08,  2.14step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:00.221Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:07<00:08,  2.14step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:00.222Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:44:00.642Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:44:00.642Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:44:00.642Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:15,  1.05step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:00.642Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:44:00.921Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:44:00.921Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:44:00.921Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:15,  1.05step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:44:00.921Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:44:01.283Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/__init__.py\"}}'","timestamp":"2026-04-26T08:44:01.283Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:44:01.283Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:08<00:15,  1.05step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:44:01.283Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:08<00:15,  1.05step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:01.284Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:08<00:09,  1.40step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:01.621Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:08<00:09,  1.40step/s, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:44:02.003Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:09<00:09,  1.40step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:02.967Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:10<00:09,  1.40step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:02.967Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:10<00:06,  1.51step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:03.578Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:10<00:06,  1.51step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:07.276Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:14<00:06,  1.51step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:07.276Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:44:07.277Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [02:36<00:42, 21.37s/ep, score=0.710, steps=17, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:44:07.277Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:36<00:19, 19.09s/ep, score=0.710, steps=17, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:44:07.281Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:44:07.458Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:44:07.458Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:44:07.458Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:44:07.458Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:07.791Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:44:07.791Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"api_gateway\"}'","timestamp":"2026-04-26T08:44:07.791Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:44:07.791Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:44:08.297Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:44:08.297Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:44:08.297Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:08.297Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:08.298Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:01<00:07,  2.95step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:08.827Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:01<00:07,  2.95step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:09.429Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:02<00:07,  2.95step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:10.343Z"}

data: {"data":"\r  info_ordering:  12%|█▏        | 3/25 [00:03<00:07,  2.95step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:44:10.344Z"}

data: {"data":"\r  info_ordering:  24%|██▍       | 6/25 [00:03<00:10,  1.85step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:12.150Z"}

data: {"data":"\r  info_ordering:  24%|██▍       | 6/25 [00:04<00:10,  1.85step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:13.759Z"}

data: {"data":"\r  info_ordering:  24%|██▍       | 6/25 [00:06<00:10,  1.85step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:14.504Z"}

data: {"data":"\r  info_ordering:  24%|██▍       | 6/25 [00:07<00:10,  1.85step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:14.504Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:07<00:14,  1.08step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:15.837Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:08<00:14,  1.08step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:16.639Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:09<00:14,  1.08step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:16.639Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:09<00:13,  1.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:17.989Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:10<00:13,  1.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:19.186Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:11<00:13,  1.03step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:19.187Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:11<00:12,  1.06s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:19.925Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:12<00:12,  1.06s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:20.657Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:13<00:12,  1.06s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:20.657Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:13<00:09,  1.04step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:21.367Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:14<00:09,  1.04step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:22.398Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:15<00:09,  1.04step/s, action=check_metrics, phase=1]       \u001b[A","timestamp":"2026-04-26T08:44:22.399Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:15<00:07,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:23.614Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:16<00:07,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:24.374Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:17<00:07,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:24.375Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:17<00:05,  1.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:25.616Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:18<00:05,  1.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:26.419Z"}

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data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:19<00:03,  1.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:28.334Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:21<00:03,  1.03step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:44:29.376Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:22<00:03,  1.03step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:29.377Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:22<00:02,  1.12s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:31.428Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:24<00:02,  1.12s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:31.428Z"}

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data: {"data":"\r  info_ordering:  96%|█████████▌| 24/25 [00:25<00:01,  1.29s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:32.820Z"}

data: {"data":"\r  info_ordering: 100%|██████████| 25/25 [00:25<00:00,  1.31s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:32.820Z"}

data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T08:44:32.820Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [03:01<00:19, 19.09s/ep, score=0.460, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T08:44:32.820Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:44:33.001Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:44:33.306Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:33.306Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:44:34.037Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:44:34.037Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:44:34.037Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:34.037Z"}

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data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:02<00:09,  2.01step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:36.501Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:09,  2.01step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:38.611Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:05<00:09,  2.01step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:44:39.033Z"}

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data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:44:39.033Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:44:39.033Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:06<00:09,  2.01step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:44:39.033Z"}

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data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:44:39.314Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:44:39.314Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:12,  1.29step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:39.314Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:44:39.651Z"}

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data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:44:39.651Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:12,  1.29step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:44:39.651Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:12,  1.29step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:39.955Z"}

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data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:08<00:07,  1.61step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:42.613Z"}

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data: {"data":"\r  memory_leak:  60%|██████    | 15/25 [00:09<00:06,  1.45step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:43.305Z"}

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data: {"data":"\r  memory_leak:  68%|██████▊   | 17/25 [00:11<00:05,  1.45step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:55.417Z"}

data: {"data":"\r  memory_leak:  68%|██████▊   | 17/25 [00:22<00:05,  1.45step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:59.838Z"}

data: {"data":"\r  memory_leak:  68%|██████▊   | 17/25 [00:27<00:05,  1.45step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:44:59.839Z"}

data: {"data":"\r                                                                                                   \u001b[A","timestamp":"2026-04-26T08:44:59.839Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:27<?, ?ep/s, score=0.557, steps=18, task=memory_leak]\u001b[A","timestamp":"2026-04-26T08:44:59.839Z"}

data: {"data":"\rpool=C:  12%|█▎        | 1/8 [00:27<03:09, 27.02s/ep, score=0.557, steps=18, task=memory_leak]\u001b[A","timestamp":"2026-04-26T08:44:59.843Z"}

data: {"data":"[LLM] step=1 valid_actions_count=52","timestamp":"2026-04-26T08:45:00.021Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:45:00.021Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:45:00.021Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:45:00.333Z"}

data: {"data":"\r  cascading_failure:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:45:00.333Z"}

data: {"data":"[LLM] step=3 valid_actions_count=52","timestamp":"2026-04-26T08:45:01.126Z"}

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data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:45:01.126Z"}

data: {"data":"\r  cascading_failure:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:45:01.126Z"}

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data: {"data":"\r  cascading_failure:  12%|█▏        | 3/25 [00:03<00:09,  2.34step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:45:03.054Z"}

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data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:45:06.316Z"}

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data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:45:06.316Z"}

data: {"data":"\r  cascading_failure:  32%|███▏      | 8/25 [00:05<00:14,  1.17step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:45:06.316Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:45:06.678Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:45:06.678Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:45:07.089Z"}

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data: {"data":"\r  cascading_failure:  44%|████▍     | 11/25 [00:07<00:09,  1.50step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:45:07.709Z"}

data: {"data":"\r  cascading_failure:  44%|████▍     | 11/25 [00:07<00:09,  1.50step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:45:08.718Z"}

data: {"data":"\r  cascading_failure:  44%|████▍     | 11/25 [00:08<00:09,  1.50step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:45:08.718Z"}

data: {"data":"\r  cascading_failure:  52%|█████▏    | 13/25 [00:08<00:08,  1.41step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:45:12.560Z"}

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data: {"data":"\r                                                                                                     \u001b[A","timestamp":"2026-04-26T08:45:12.561Z"}

data: {"data":"\rpool=C:  12%|█▎        | 1/8 [00:39<03:09, 27.02s/ep, score=0.635, steps=14, task=cascading_failure]\u001b[A","timestamp":"2026-04-26T08:45:12.561Z"}

data: {"data":"\rpool=C:  25%|██▌       | 2/8 [00:39<01:51, 18.61s/ep, score=0.635, steps=14, task=cascading_failure]\u001b[A","timestamp":"2026-04-26T08:45:12.564Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:45:12.743Z"}

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data: {"data":"\r  distributed_deadlock:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:45:13.602Z"}

data: {"data":"\r  distributed_deadlock:  12%|█▏        | 3/25 [00:01<00:07,  2.89step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:45:14.373Z"}

data: {"data":"\r  distributed_deadlock:  12%|█▏        | 3/25 [00:01<00:07,  2.89step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:45:15.419Z"}

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data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:45:38.240Z"}

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data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:06<00:17,  1.02s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:06.707Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:46:06.986Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:46:06.986Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:46:06.986Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:46:06.986Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:46:07.333Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"queue/queue.py\"}}'","timestamp":"2026-04-26T08:46:07.333Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:46:07.333Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:46:07.333Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:07.334Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:07<00:10,  1.37step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:07.664Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:08<00:10,  1.37step/s, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:46:08.046Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:08<00:10,  1.37step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:08.676Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:09<00:10,  1.37step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:08.677Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:09<00:06,  1.61step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:09.301Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:09<00:06,  1.61step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:11.445Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:12<00:06,  1.61step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:11.445Z"}

data: {"data":"\r                                                                                                 \u001b[A","timestamp":"2026-04-26T08:46:11.445Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:38<01:26, 21.55s/ep, score=0.521, steps=16, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:46:11.446Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:38<00:54, 18.14s/ep, score=0.521, steps=16, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:46:11.448Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:46:11.624Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:46:11.624Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:46:11.624Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:46:11.624Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:46:12.511Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:46:12.511Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:46:12.511Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:12.511Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1] \u001b[A","timestamp":"2026-04-26T08:46:12.511Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:46:13.277Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:46:13.277Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:46:13.277Z"}

data: {"data":"\r  severity_inversion:   8%|▊         | 2/25 [00:01<00:12,  1.88step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:13.277Z"}

data: {"data":"\r  severity_inversion:   8%|▊         | 2/25 [00:01<00:12,  1.88step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:14.305Z"}

data: {"data":"\r  severity_inversion:   8%|▊         | 2/25 [00:02<00:12,  1.88step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:14.306Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:02<00:15,  1.34step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:14.872Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:03<00:15,  1.34step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:15.983Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:04<00:15,  1.34step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:46:15.984Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:04<00:14,  1.27step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:18.071Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:06<00:14,  1.27step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:21.076Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:09<00:14,  1.27step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:21.077Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:46:21.501Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:46:21.501Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:46:21.501Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:09<00:25,  1.48s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:21.501Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:10<00:25,  1.48s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:46:21.783Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:46:21.783Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:46:21.783Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:46:21.783Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:46:22.118Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T08:46:22.118Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:46:22.118Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:10<00:25,  1.48s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:46:22.118Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:10<00:25,  1.48s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:22.119Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:10<00:13,  1.04step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:22.757Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:11<00:13,  1.04step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:23.344Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:11<00:13,  1.04step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:23.345Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:11<00:10,  1.17step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:23.823Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:12<00:10,  1.17step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:23.824Z"}

data: {"data":"\r                                                                                                          \u001b[A","timestamp":"2026-04-26T08:46:23.824Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:51<00:54, 18.14s/ep, score=0.557, steps=14, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:46:23.824Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:51<00:32, 16.18s/ep, score=0.557, steps=14, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:46:23.827Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:46:24.097Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:46:24.098Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:46:24.098Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:46:24.098Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:46:24.763Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"oom\", \"limit\": 20}}'","timestamp":"2026-04-26T08:46:24.763Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:46:24.763Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:24.763Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:46:25.131Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:46:25.131Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:46:25.131Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:46:25.131Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:25.131Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:09,  2.30step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:26.106Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:09,  2.30step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:46:27.085Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:03<00:09,  2.30step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:27.669Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:03<00:09,  2.30step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:27.669Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:12,  1.48step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:29.450Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:05<00:12,  1.48step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:46:30.119Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:06<00:12,  1.48step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:30.119Z"}

data: {"data":"\r  confidence_inversion:  32%|███▏      | 8/25 [00:06<00:14,  1.14step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:32.285Z"}

data: {"data":"\r  confidence_inversion:  32%|███▏      | 8/25 [00:08<00:14,  1.14step/s, action=declare_root_cause, phase=1]  \u001b[A","timestamp":"2026-04-26T08:46:35.920Z"}

data: {"data":"\r  confidence_inversion:  32%|███▏      | 8/25 [00:12<00:14,  1.14step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:35.920Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:46:36.340Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:46:36.340Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:46:36.340Z"}

data: {"data":"\r  confidence_inversion:  40%|████      | 10/25 [00:12<00:23,  1.56s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:36.340Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:46:36.650Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:46:36.650Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:46:36.650Z"}

data: {"data":"\r  confidence_inversion:  40%|████      | 10/25 [00:12<00:23,  1.56s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:46:36.650Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:46:37.009Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/service.py\"}}'","timestamp":"2026-04-26T08:46:37.009Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:46:37.009Z"}

data: {"data":"\r  confidence_inversion:  40%|████      | 10/25 [00:12<00:23,  1.56s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:46:37.009Z"}

data: {"data":"\r  confidence_inversion:  40%|████      | 10/25 [00:13<00:23,  1.56s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:37.010Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:13<00:12,  1.06s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:37.342Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:13<00:12,  1.06s/step, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:46:37.721Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:13<00:12,  1.06s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:38.331Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:14<00:12,  1.06s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:38.332Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:14<00:07,  1.21step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:38.932Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:15<00:07,  1.21step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:41.067Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:17<00:07,  1.21step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:46:41.068Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:46:41.068Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [02:08<00:32, 16.18s/ep, score=0.703, steps=18, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:46:41.068Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:08<00:16, 16.53s/ep, score=0.703, steps=18, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:46:41.071Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:46:41.247Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:46:41.247Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:46:41.247Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:46:41.247Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:41.573Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:46:41.573Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"api_gateway\"}'","timestamp":"2026-04-26T08:46:41.573Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:46:41.573Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:42.062Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:46:42.062Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"api_gateway\", \"parameters\": {}}'","timestamp":"2026-04-26T08:46:42.062Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=api_gateway","timestamp":"2026-04-26T08:46:42.062Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:43.900Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:02<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:46:43.900Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:14,  1.41step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:45.716Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:04<00:14,  1.41step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:47.545Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:06<00:14,  1.41step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:47.546Z"}

data: {"data":"\r  info_ordering:  24%|██▍       | 6/25 [00:06<00:22,  1.17s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:48.919Z"}

data: {"data":"\r  info_ordering:  24%|██▍       | 6/25 [00:07<00:22,  1.17s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:48.919Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:07<00:21,  1.22s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:49.971Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:08<00:21,  1.22s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:49.972Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:08<00:20,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:50.588Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:09<00:20,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:51.274Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:10<00:20,  1.18s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:51.275Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:10<00:14,  1.04step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:52.033Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:10<00:14,  1.04step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:53.338Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:12<00:14,  1.04step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:53.339Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:12<00:12,  1.01step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:54.612Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:13<00:12,  1.01step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:55.290Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:14<00:12,  1.01step/s, action=check_dependencies, phase=1]  \u001b[A","timestamp":"2026-04-26T08:46:55.291Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:14<00:10,  1.02step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:55.969Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:14<00:10,  1.02step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:56.646Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:15<00:10,  1.02step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:56.646Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:15<00:07,  1.13step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:46:57.875Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:16<00:07,  1.13step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:46:59.668Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:18<00:07,  1.13step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:46:59.668Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:18<00:07,  1.08s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:00.648Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:19<00:07,  1.08s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:02.362Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:21<00:07,  1.08s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:02.363Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:21<00:05,  1.17s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:04.975Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:23<00:05,  1.17s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:04.976Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:23<00:05,  1.43s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:09.411Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:28<00:05,  1.43s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:09.412Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:47:09.833Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:47:09.833Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:47:09.833Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:28<00:06,  2.06s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:09.833Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:47:10.114Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:47:10.114Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:47:10.114Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:28<00:06,  2.06s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:47:10.114Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:47:10.641Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"shared/config.py\"}}'","timestamp":"2026-04-26T08:47:10.641Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:47:10.641Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:29<00:06,  2.06s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:47:10.641Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:29<00:06,  2.06s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:10.642Z"}

data: {"data":"\r  info_ordering: 100%|██████████| 25/25 [00:29<00:00,  1.28s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:10.642Z"}

data: {"data":"\r                                                                                             \u001b[A","timestamp":"2026-04-26T08:47:10.643Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:37<00:16, 16.53s/ep, score=0.460, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T08:47:10.643Z"}

data: {"data":"\rpool=C: 100%|██████████| 8/8 [02:37<00:00, 20.68s/ep, score=0.460, steps=25, task=info_ordering]\u001b[A\rpool=C: 100%|██████████| 8/8 [02:37<00:00, 19.73s/ep, score=0.460, steps=25, task=info_ordering]","timestamp":"2026-04-26T08:47:10.643Z"}

data: {"data":"","timestamp":"2026-04-26T08:47:10.644Z"}

data: {"data":"\rclaim2 — r_cross ablation:  50%|█████     | 2/4 [09:40<09:58, 299.00s/claim]\u001b[A","timestamp":"2026-04-26T08:47:10.644Z"}

data: {"data":"\rclaim3 — convergence proxy:  50%|█████     | 2/4 [09:40<09:58, 299.00s/claim]\u001b[A","timestamp":"2026-04-26T08:47:10.644Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:00<?, ?ep/s]\u001b[A","timestamp":"2026-04-26T08:47:10.647Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:47:10.826Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:47:10.826Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:47:10.826Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:47:10.826Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:47:11.129Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:47:11.129Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:47:11.129Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:11.129Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:47:11.803Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:47:11.803Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:47:11.803Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:11.803Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:47:11.804Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:08,  2.59step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:12.239Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:08,  2.59step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:12.706Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:02<00:08,  2.59step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:13.191Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:02<00:08,  2.59step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:47:13.191Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:02<00:08,  2.32step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:14.083Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:08,  2.32step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:16.598Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:47:17.013Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:47:17.013Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:47:17.013Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:05<00:08,  2.32step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:17.013Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:06<00:08,  2.32step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:47:17.013Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:47:17.290Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:47:17.290Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:13,  1.23step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:17.290Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:47:17.290Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:47:17.618Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"orders/main.py\"}}'","timestamp":"2026-04-26T08:47:17.618Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:47:17.618Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:13,  1.23step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:47:17.618Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:13,  1.23step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:17.917Z"}

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data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:07<00:06,  1.72step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:18.800Z"}

data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:08<00:06,  1.72step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:20.456Z"}

data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:09<00:06,  1.72step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:29.011Z"}

data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:18<00:06,  1.72step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:47:29.012Z"}

data: {"data":"\r                                                                                               \u001b[A","timestamp":"2026-04-26T08:47:29.012Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:18<?, ?ep/s, score=0.748, steps=16, task=memory_leak]\u001b[A","timestamp":"2026-04-26T08:47:29.012Z"}

data: {"data":"\rpool=C:  12%|█▎        | 1/8 [00:18<02:08, 18.37s/ep, score=0.748, steps=16, task=memory_leak]\u001b[A","timestamp":"2026-04-26T08:47:29.015Z"}

data: {"data":"[LLM] step=1 valid_actions_count=52","timestamp":"2026-04-26T08:47:29.192Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:47:29.192Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:47:29.192Z"}

data: {"data":"\r  cascading_failure:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:47:29.192Z"}

data: {"data":"[LLM] step=2 valid_actions_count=52","timestamp":"2026-04-26T08:47:29.504Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:47:29.504Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:47:29.504Z"}

data: {"data":"\r  cascading_failure:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:29.504Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:47:30.215Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:47:30.215Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:47:30.215Z"}

data: {"data":"\r  cascading_failure:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:30.215Z"}

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data: {"data":"\r  cascading_failure:  12%|█▏        | 3/25 [00:01<00:08,  2.50step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:30.730Z"}

data: {"data":"\r  cascading_failure:  12%|█▏        | 3/25 [00:01<00:08,  2.50step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:31.348Z"}

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data: {"data":"\r  cascading_failure:  12%|█▏        | 3/25 [00:03<00:08,  2.50step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:32.225Z"}

data: {"data":"\r  cascading_failure:  24%|██▍       | 6/25 [00:03<00:10,  1.79step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:33.384Z"}

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data: {"data":"\r  cascading_failure:  24%|██▍       | 6/25 [00:05<00:10,  1.79step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:47:34.564Z"}

data: {"data":"\r  cascading_failure:  32%|███▏      | 8/25 [00:05<00:13,  1.29step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:35.703Z"}

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data: {"data":"\r  cascading_failure:  40%|████      | 10/25 [00:07<00:13,  1.09step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:38.641Z"}

data: {"data":"\r  cascading_failure:  40%|████      | 10/25 [00:09<00:13,  1.09step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:47:39.668Z"}

data: {"data":"\r  cascading_failure:  40%|████      | 10/25 [00:10<00:13,  1.09step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:39.669Z"}

data: {"data":"\r  cascading_failure:  48%|████▊     | 12/25 [00:10<00:13,  1.06s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:40.496Z"}

data: {"data":"\r  cascading_failure:  48%|████▊     | 12/25 [00:11<00:13,  1.06s/step, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:47:41.712Z"}

data: {"data":"\r  cascading_failure:  48%|████▊     | 12/25 [00:12<00:13,  1.06s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:41.713Z"}

data: {"data":"\r  cascading_failure:  56%|█████▌    | 14/25 [00:12<00:11,  1.05s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:42.403Z"}

data: {"data":"\r  cascading_failure:  56%|█████▌    | 14/25 [00:13<00:11,  1.05s/step, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:47:43.111Z"}

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data: {"data":"\r  cascading_failure:  64%|██████▍   | 16/25 [00:14<00:08,  1.06step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:44.644Z"}

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data: {"data":"\r  cascading_failure:  72%|███████▏  | 18/25 [00:15<00:06,  1.13step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:46.025Z"}

data: {"data":"\r  cascading_failure:  72%|███████▏  | 18/25 [00:17<00:06,  1.13step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:47.007Z"}

data: {"data":"\r  cascading_failure:  72%|███████▏  | 18/25 [00:17<00:06,  1.13step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:47.007Z"}

data: {"data":"\r  cascading_failure:  80%|████████  | 20/25 [00:17<00:04,  1.02step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:48.610Z"}

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data: {"data":"\r  cascading_failure:  80%|████████  | 20/25 [00:21<00:04,  1.02step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:50.717Z"}

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data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:47:51.136Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:47:51.136Z"}

data: {"data":"\r  cascading_failure:  88%|████████▊ | 22/25 [00:21<00:03,  1.24s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:51.136Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:47:51.415Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:47:51.415Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:47:51.415Z"}

data: {"data":"\r  cascading_failure:  88%|████████▊ | 22/25 [00:22<00:03,  1.24s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:47:51.415Z"}

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data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/service.py\"}}'","timestamp":"2026-04-26T08:47:51.743Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:47:51.743Z"}

data: {"data":"\r  cascading_failure:  88%|████████▊ | 22/25 [00:22<00:03,  1.24s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:47:51.743Z"}

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data: {"data":"\r                                                                                                 \u001b[A","timestamp":"2026-04-26T08:47:51.744Z"}

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data: {"data":"\r  distributed_deadlock:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:52.276Z"}

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data: {"data":"\r  distributed_deadlock:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:52.728Z"}

data: {"data":"\r  distributed_deadlock:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:53.232Z"}

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data: {"data":"\r  distributed_deadlock:  36%|███▌      | 9/25 [00:06<00:10,  1.49step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:47:59.887Z"}

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data: {"data":"\r  distributed_deadlock:  44%|████▍     | 11/25 [00:10<00:12,  1.14step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:48:02.485Z"}

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data: {"data":"\r  distributed_deadlock:  52%|█████▏    | 13/25 [00:11<00:12,  1.01s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:04.207Z"}

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data: {"data":"\r  distributed_deadlock:  60%|██████    | 15/25 [00:12<00:09,  1.04step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:05.427Z"}

data: {"data":"\r  distributed_deadlock:  60%|██████    | 15/25 [00:13<00:09,  1.04step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:06.466Z"}

data: {"data":"\r  distributed_deadlock:  60%|██████    | 15/25 [00:14<00:09,  1.04step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:48:06.467Z"}

data: {"data":"\r  distributed_deadlock:  68%|██████▊   | 17/25 [00:14<00:08,  1.02s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:07.775Z"}

data: {"data":"\r  distributed_deadlock:  68%|██████▊   | 17/25 [00:16<00:08,  1.02s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:08.747Z"}

data: {"data":"\r  distributed_deadlock:  68%|██████▊   | 17/25 [00:17<00:08,  1.02s/step, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:48:08.748Z"}

data: {"data":"\r  distributed_deadlock:  76%|███████▌  | 19/25 [00:17<00:06,  1.05s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:10.718Z"}

data: {"data":"\r  distributed_deadlock:  76%|███████▌  | 19/25 [00:18<00:06,  1.05s/step, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:48:10.718Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:18<00:06,  1.22s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:12.547Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:20<00:06,  1.22s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:12.548Z"}

data: {"data":"\r  distributed_deadlock:  84%|████████▍ | 21/25 [00:20<00:05,  1.34s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:16.610Z"}

data: {"data":"\r  distributed_deadlock:  84%|████████▍ | 21/25 [00:24<00:05,  1.34s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:16.611Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:48:17.033Z"}

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data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:24<00:05,  1.95s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:17.033Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:48:17.314Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:48:17.314Z"}

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data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:26<00:05,  1.95s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:48:17.838Z"}

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data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:48:17.839Z"}

data: {"data":"\rpool=C:  25%|██▌       | 2/8 [01:07<02:05, 20.93s/ep, score=0.460, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:48:17.839Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:48:18.303Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:18.303Z"}

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data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:19.145Z"}

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data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:01<00:06,  3.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:19.659Z"}

data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:01<00:06,  3.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:20.741Z"}

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data: {"data":"\r  circuit_breaker_noop:  52%|█████▏    | 13/25 [00:10<00:09,  1.22step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:29.346Z"}

data: {"data":"\r  circuit_breaker_noop:  52%|█████▏    | 13/25 [00:11<00:09,  1.22step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:29.347Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:11<00:08,  1.15step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:30.007Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:12<00:08,  1.15step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:30.628Z"}

data: {"data":"\r  circuit_breaker_noop:  60%|██████    | 15/25 [00:12<00:08,  1.15step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:30.628Z"}

data: {"data":"\r  circuit_breaker_noop:  68%|██████▊   | 17/25 [00:12<00:06,  1.24step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:31.726Z"}

data: {"data":"\r  circuit_breaker_noop:  68%|██████▊   | 17/25 [00:13<00:06,  1.24step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:32.296Z"}

data: {"data":"\r  circuit_breaker_noop:  68%|██████▊   | 17/25 [00:14<00:06,  1.24step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:32.297Z"}

data: {"data":"\r  circuit_breaker_noop:  76%|███████▌  | 19/25 [00:14<00:04,  1.23step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:32.866Z"}

data: {"data":"\r  circuit_breaker_noop:  76%|███████▌  | 19/25 [00:15<00:04,  1.23step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:34.216Z"}

data: {"data":"\r  circuit_breaker_noop:  76%|███████▌  | 19/25 [00:16<00:04,  1.23step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:34.217Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:16<00:03,  1.17step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:36.563Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:48:36.980Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:48:36.980Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:48:36.980Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:18<00:03,  1.17step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:36.980Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:19<00:03,  1.17step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:48:36.981Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:48:37.258Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:48:37.258Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:48:37.258Z"}

data: {"data":"\r  circuit_breaker_noop:  92%|█████████▏| 23/25 [00:19<00:02,  1.01s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:48:37.258Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:48:37.681Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"d2b9c11-orders.py\"}}'","timestamp":"2026-04-26T08:48:37.681Z"}

data: {"data":"\r  circuit_breaker_noop:  92%|█████████▏| 23/25 [00:19<00:02,  1.01s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:48:37.681Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:48:37.681Z"}

data: {"data":"\r  circuit_breaker_noop:  92%|█████████▏| 23/25 [00:19<00:02,  1.01s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:48:37.682Z"}

data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:48:37.682Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [01:27<01:56, 23.29s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:48:37.682Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:27<01:27, 21.93s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:48:37.685Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T08:48:37.861Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:48:37.861Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:48:37.861Z"}

data: {"data":"[LLM] step=2 valid_actions_count=54","timestamp":"2026-04-26T08:48:38.171Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:48:38.171Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:48:38.171Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:38.171Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:48:38.613Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:48:38.613Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=orders","timestamp":"2026-04-26T08:48:38.613Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:38.613Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:39.230Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:48:39.230Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:01<00:08,  2.59step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:40.028Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:02<00:08,  2.59step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:41.348Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:03<00:08,  2.59step/s, action=declare_no_change, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:42.134Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:04<00:08,  2.59step/s, action=check_metrics, phase=1]    \u001b[A","timestamp":"2026-04-26T08:48:42.135Z"}

data: {"data":"\r  aliased_fault:  28%|██▊       | 7/25 [00:04<00:12,  1.46step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:43.048Z"}

data: {"data":"\r  aliased_fault:  28%|██▊       | 7/25 [00:05<00:12,  1.46step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:48:44.234Z"}

data: {"data":"\r  aliased_fault:  28%|██▊       | 7/25 [00:06<00:12,  1.46step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:44.234Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:06<00:12,  1.24step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:44.977Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:07<00:12,  1.24step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:48:45.835Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:08<00:12,  1.24step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:45.835Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:08<00:11,  1.24step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:47.250Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:09<00:11,  1.24step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:48.717Z"}

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data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:12<00:12,  1.00s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:50.668Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:12<00:12,  1.00s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:50.669Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:12<00:09,  1.00step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:51.554Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:13<00:09,  1.00step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:52.313Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:14<00:09,  1.00step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:52.313Z"}

data: {"data":"\r  aliased_fault:  68%|██████▊   | 17/25 [00:14<00:07,  1.06step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:53.075Z"}

data: {"data":"\r  aliased_fault:  68%|██████▊   | 17/25 [00:15<00:07,  1.06step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:48:54.347Z"}

data: {"data":"\r  aliased_fault:  68%|██████▊   | 17/25 [00:16<00:07,  1.06step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:54.348Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:16<00:05,  1.04step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:55.300Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:17<00:05,  1.04step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:56.345Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:18<00:05,  1.04step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:56.346Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:18<00:03,  1.03step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:56.956Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:19<00:03,  1.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:57.514Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:19<00:03,  1.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:57.514Z"}

data: {"data":"\r  aliased_fault:  92%|█████████▏| 23/25 [00:19<00:01,  1.17step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:58.241Z"}

data: {"data":"\r  aliased_fault:  92%|█████████▏| 23/25 [00:20<00:01,  1.17step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:59.014Z"}

data: {"data":"\r  aliased_fault:  92%|█████████▏| 23/25 [00:21<00:01,  1.17step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:59.015Z"}

data: {"data":"\r  aliased_fault: 100%|██████████| 25/25 [00:21<00:00,  1.21step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:59.015Z"}

data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T08:48:59.016Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:48<01:27, 21.93s/ep, score=0.460, steps=25, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:48:59.016Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:48<01:05, 21.71s/ep, score=0.460, steps=25, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:48:59.018Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:48:59.196Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:48:59.196Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:48:59.196Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:48:59.196Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:48:59.509Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:48:59.509Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:48:59.509Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:48:59.509Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:49:00.221Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:49:00.221Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:49:00.221Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:00.221Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:49:00.221Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.49step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:00.731Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.49step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:01.276Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.49step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:01.835Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.49step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:49:01.835Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:02<00:09,  2.08step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:02.997Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:03<00:09,  2.08step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:05.102Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:49:05.525Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:49:05.525Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:49:05.525Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:06<00:09,  2.08step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:05.525Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:06<00:09,  2.08step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:49:05.526Z"}

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data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:49:05.803Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:49:05.803Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:06<00:13,  1.21step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:05.803Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:49:06.133Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T08:49:06.133Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:49:06.133Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:06<00:13,  1.21step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:49:06.133Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:07<00:13,  1.21step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:06.702Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:07<00:13,  1.21step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:06.702Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:07<00:08,  1.53step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:07.291Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:08<00:08,  1.53step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:07.881Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:08<00:08,  1.53step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:07.881Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:08<00:06,  1.57step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:08.507Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:09<00:06,  1.57step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:09.076Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:10<00:06,  1.57step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:09.077Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:10<00:05,  1.60step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:09.540Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:10<00:05,  1.60step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:09.541Z"}

data: {"data":"\r                                                                                                          \u001b[A","timestamp":"2026-04-26T08:49:09.541Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:58<01:05, 21.71s/ep, score=0.495, steps=17, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:49:09.541Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:58<00:35, 17.91s/ep, score=0.495, steps=17, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:49:09.544Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:49:09.813Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:49:09.813Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:49:09.813Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:49:09.813Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:49:10.305Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:49:10.305Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:49:10.305Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:10.305Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:49:10.670Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:49:10.670Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:49:10.670Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:49:10.670Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:10.671Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.66step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:11.134Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.66step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:49:11.683Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.66step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:49:12.177Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.66step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:12.178Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:02<00:08,  2.22step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:12.778Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:08,  2.22step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:13.419Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:08,  2.22step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:14.645Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:05<00:08,  2.22step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:14.646Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:05<00:09,  1.61step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:15.934Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:06<00:09,  1.61step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:17.158Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:09,  1.61step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:17.159Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:07<00:11,  1.23step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:18.573Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:09<00:11,  1.23step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:19.428Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:09<00:11,  1.23step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:19.428Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:09<00:10,  1.10step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:21.157Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:11<00:10,  1.10step/s, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T08:49:23.722Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:14<00:10,  1.10step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:23.722Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:14<00:12,  1.28s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:26.032Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:16<00:12,  1.28s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:26.033Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:49:26.481Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:49:26.481Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:49:26.481Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:16<00:13,  1.47s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:26.481Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:49:26.789Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:49:26.790Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:49:26.790Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:16<00:13,  1.47s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:49:26.790Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:49:27.320Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"get_file_diff\", \"parameters\": {\"commit_sha\": \"11abf04\", \"path\": \"payment\"}}'","timestamp":"2026-04-26T08:49:27.321Z"}

data: {"data":"[LLM] step=3 → action_type=get_file_diff target=None","timestamp":"2026-04-26T08:49:27.321Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:17<00:13,  1.47s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:49:27.321Z"}

data: {"data":"\r  confidence_inversion:  64%|██████▍   | 16/25 [00:17<00:13,  1.47s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:27.321Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:17<00:06,  1.02s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:30.494Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:20<00:06,  1.02s/step, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:49:30.495Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:49:30.495Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [02:19<00:35, 17.91s/ep, score=0.657, steps=20, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:49:30.495Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:19<00:18, 18.91s/ep, score=0.657, steps=20, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:49:30.498Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:49:30.674Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:49:30.674Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:49:30.674Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:49:30.674Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:49:31.001Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"api_gateway\"}'","timestamp":"2026-04-26T08:49:31.001Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:49:31.001Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:31.001Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:49:31.447Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:49:31.447Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:49:31.447Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:31.447Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:31.942Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:31.942Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:07,  2.77step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:32.511Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:07,  2.77step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:33.083Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:07,  2.77step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:34.014Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:03<00:07,  2.77step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:34.015Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:03<00:09,  1.88step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:34.883Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:04<00:09,  1.88step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:35.771Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:05<00:09,  1.88step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:35.771Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:05<00:10,  1.55step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:36.665Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:06<00:10,  1.55step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:37.374Z"}

data: {"data":"\r  info_ordering:  36%|███▌      | 9/25 [00:06<00:10,  1.55step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:37.375Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:06<00:09,  1.44step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:38.164Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:07<00:09,  1.44step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:39.067Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:08<00:09,  1.44step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:49:39.068Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:08<00:08,  1.35step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:40.322Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:09<00:08,  1.35step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:41.177Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:10<00:08,  1.35step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:41.178Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:10<00:08,  1.19step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:41.812Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:11<00:08,  1.19step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:42.485Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:11<00:08,  1.19step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:42.486Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:11<00:06,  1.28step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:43.337Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:12<00:06,  1.28step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:44.626Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:14<00:06,  1.28step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:44.626Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:14<00:05,  1.15step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:45.770Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:15<00:05,  1.15step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:46.965Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:16<00:05,  1.15step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:46.966Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:16<00:03,  1.04step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:49.683Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:19<00:03,  1.04step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:52.586Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:22<00:03,  1.04step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:52.587Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:49:53.009Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:49:53.009Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:49:53.009Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:22<00:03,  1.52s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:49:53.009Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:49:53.289Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:49:53.289Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:49:53.289Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:22<00:03,  1.52s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:49:53.289Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:22<00:03,  1.52s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:49:53.290Z"}

data: {"data":"\r                                                                                            \u001b[A","timestamp":"2026-04-26T08:49:53.290Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:42<00:18, 18.91s/ep, score=0.460, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T08:49:53.290Z"}

data: {"data":"\rpool=C: 100%|██████████| 8/8 [02:42<00:00, 20.14s/ep, score=0.460, steps=25, task=info_ordering]\u001b[A\rpool=C: 100%|██████████| 8/8 [02:42<00:00, 20.33s/ep, score=0.460, steps=25, task=info_ordering]","timestamp":"2026-04-26T08:49:53.290Z"}

data: {"data":"","timestamp":"2026-04-26T08:49:53.291Z"}

data: {"data":"\rclaim3 — convergence proxy:  75%|███████▌  | 3/4 [12:23<03:56, 236.74s/claim]\u001b[A","timestamp":"2026-04-26T08:49:53.291Z"}

data: {"data":"\rclaim4 — held-out (Pool D):  75%|███████▌  | 3/4 [12:23<03:56, 236.74s/claim]\u001b[A","timestamp":"2026-04-26T08:49:53.291Z"}

data: {"data":"\rpool=D:   0%|          | 0/8 [00:00<?, ?ep/s]\u001b[A","timestamp":"2026-04-26T08:49:53.293Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:49:53.502Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:49:53.502Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:49:53.502Z"}

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data: {"data":"\r  heldout_aliased_severity:  44%|████▍     | 11/25 [00:09<00:14,  1.01s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:04.519Z"}

data: {"data":"\r  heldout_aliased_severity:  44%|████▍     | 11/25 [00:11<00:14,  1.01s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:06.652Z"}

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data: {"data":"\r  heldout_aliased_severity:  56%|█████▌    | 14/25 [00:15<00:13,  1.25s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:09.247Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:15<00:12,  1.27s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:10.682Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:17<00:12,  1.27s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:10.683Z"}

data: {"data":"\r  heldout_aliased_severity:  64%|██████▍   | 16/25 [00:17<00:11,  1.31s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:12.062Z"}

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data: {"data":"\r  heldout_aliased_severity:  68%|██████▊   | 17/25 [00:20<00:10,  1.33s/step, action=check_metrics, phase=1]   \u001b[A","timestamp":"2026-04-26T08:50:13.805Z"}

data: {"data":"\r  heldout_aliased_severity:  76%|███████▌  | 19/25 [00:20<00:06,  1.14s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:14.922Z"}

data: {"data":"\r  heldout_aliased_severity:  76%|███████▌  | 19/25 [00:21<00:06,  1.14s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:14.922Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:21<00:05,  1.13s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:17.727Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:24<00:05,  1.13s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:17.728Z"}

data: {"data":"\r  heldout_aliased_severity:  84%|████████▍ | 21/25 [00:24<00:06,  1.54s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:18.150Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:50:18.150Z"}

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data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:50:18.150Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:50:18.432Z"}

data: {"data":"\r  heldout_aliased_severity:  84%|████████▍ | 21/25 [00:24<00:06,  1.54s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:50:18.432Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:50:18.767Z"}

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data: {"data":"\r  heldout_aliased_severity:  96%|█████████▌| 24/25 [00:26<00:00,  1.08step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:50:19.343Z"}

data: {"data":"\r                                                                                                          \u001b[A","timestamp":"2026-04-26T08:50:19.343Z"}

data: {"data":"\rpool=D:   0%|          | 0/8 [00:26<?, ?ep/s, score=0.460, steps=25, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T08:50:19.343Z"}

data: {"data":"\rpool=D:  12%|█▎        | 1/8 [00:26<03:02, 26.05s/ep, score=0.460, steps=25, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T08:50:19.346Z"}

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data: {"data":"[LLM] step=2 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:50:19.999Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:19.999Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:50:20.501Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:50:20.501Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:50:20.501Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:20.501Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:50:20.502Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:08,  2.60step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:21.494Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:08,  2.60step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:22.529Z"}

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data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:03<00:12,  1.49step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:23.769Z"}

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data: {"data":"\r  heldout_confidence_ordering:  40%|████      | 10/25 [00:07<00:12,  1.19step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:27.846Z"}

data: {"data":"\r  heldout_confidence_ordering:  40%|████      | 10/25 [00:08<00:12,  1.19step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:29.195Z"}

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data: {"data":"\r  heldout_confidence_ordering:  48%|████▊     | 12/25 [00:09<00:12,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:30.149Z"}

data: {"data":"\r  heldout_confidence_ordering:  48%|████▊     | 12/25 [00:10<00:12,  1.07step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:30.987Z"}

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data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:11<00:10,  1.09step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:32.043Z"}

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data: {"data":"\r  heldout_confidence_ordering:  64%|██████▍   | 16/25 [00:13<00:08,  1.06step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:33.803Z"}

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data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:22<00:04,  1.34s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:50:41.991Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:50:42.888Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"get_file_diff\", \"parameters\": {\"commit_sha\": \"9d2e7af\", \"path\": \"shared/serializer.py\"}}'","timestamp":"2026-04-26T08:50:42.889Z"}

data: {"data":"[LLM] step=3 → action_type=get_file_diff target=None","timestamp":"2026-04-26T08:50:42.889Z"}

data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:22<00:04,  1.34s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:50:42.889Z"}

data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:23<00:04,  1.34s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:50:42.889Z"}

data: {"data":"\r  heldout_confidence_ordering: 100%|██████████| 25/25 [00:23<00:00,  1.02s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:50:42.889Z"}

data: {"data":"\r                                                                                                               \u001b[A","timestamp":"2026-04-26T08:50:42.890Z"}

data: {"data":"\rpool=D:  12%|█▎        | 1/8 [00:49<03:02, 26.05s/ep, score=0.585, steps=25, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T08:50:42.890Z"}

data: {"data":"\rpool=D:  25%|██▌       | 2/8 [00:49<02:27, 24.58s/ep, score=0.585, steps=25, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T08:50:42.892Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:50:43.067Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:50:43.067Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:50:43.067Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:50:43.068Z"}

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data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:43.405Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:50:43.871Z"}

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data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T08:50:43.871Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:43.871Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:44.540Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:50:44.541Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:01<00:08,  2.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:45.906Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:03<00:08,  2.43step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:50:46.794Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:03<00:08,  2.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:47.444Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:04<00:08,  2.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:47.444Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:04<00:12,  1.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:48.153Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:05<00:12,  1.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:49.298Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:06<00:12,  1.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:49.299Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:06<00:12,  1.29step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:50.137Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:07<00:12,  1.29step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:51.646Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:08<00:12,  1.29step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:51.646Z"}

data: {"data":"\r  heldout_aliased_severity:  44%|████▍     | 11/25 [00:08<00:12,  1.11step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:53.119Z"}

data: {"data":"\r  heldout_aliased_severity:  44%|████▍     | 11/25 [00:10<00:12,  1.11step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:54.525Z"}

data: {"data":"\r  heldout_aliased_severity:  44%|████▍     | 11/25 [00:11<00:12,  1.11step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:54.526Z"}

data: {"data":"\r  heldout_aliased_severity:  52%|█████▏    | 13/25 [00:11<00:12,  1.07s/step, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:55.362Z"}

data: {"data":"\r  heldout_aliased_severity:  52%|█████▏    | 13/25 [00:12<00:12,  1.07s/step, action=check_dependencies, phase=1]  \u001b[A","timestamp":"2026-04-26T08:50:56.200Z"}

data: {"data":"\r  heldout_aliased_severity:  52%|█████▏    | 13/25 [00:13<00:12,  1.07s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:56.200Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:13<00:09,  1.00step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:57.548Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:14<00:09,  1.00step/s, action=run_health_check, phase=1]  \u001b[A","timestamp":"2026-04-26T08:50:58.861Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:15<00:09,  1.00step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:58.862Z"}

data: {"data":"\r  heldout_aliased_severity:  68%|██████▊   | 17/25 [00:15<00:08,  1.10s/step, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:50:59.601Z"}

data: {"data":"\r  heldout_aliased_severity:  68%|██████▊   | 17/25 [00:16<00:08,  1.10s/step, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:01.054Z"}

data: {"data":"\r  heldout_aliased_severity:  68%|██████▊   | 17/25 [00:18<00:08,  1.10s/step, action=query_logs, phase=1]      \u001b[A","timestamp":"2026-04-26T08:51:01.055Z"}

data: {"data":"\r  heldout_aliased_severity:  76%|███████▌  | 19/25 [00:18<00:06,  1.10s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:02.570Z"}

data: {"data":"\r  heldout_aliased_severity:  76%|███████▌  | 19/25 [00:19<00:06,  1.10s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:02.570Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:19<00:05,  1.17s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:03.578Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:20<00:05,  1.17s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:03.579Z"}

data: {"data":"\r  heldout_aliased_severity:  84%|████████▍ | 21/25 [00:20<00:04,  1.14s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:04.353Z"}

data: {"data":"\r  heldout_aliased_severity:  84%|████████▍ | 21/25 [00:21<00:04,  1.14s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:05.801Z"}

data: {"data":"\r  heldout_aliased_severity:  84%|████████▍ | 21/25 [00:22<00:04,  1.14s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:05.801Z"}

data: {"data":"\r  heldout_aliased_severity:  92%|█████████▏| 23/25 [00:22<00:02,  1.13s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:08.080Z"}

data: {"data":"\r  heldout_aliased_severity:  92%|█████████▏| 23/25 [00:25<00:02,  1.13s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:08.081Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:51:08.501Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:51:08.501Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:51:08.501Z"}

data: {"data":"\r  heldout_aliased_severity:  96%|█████████▌| 24/25 [00:25<00:01,  1.37s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:08.501Z"}

data: {"data":"\r  heldout_aliased_severity:  96%|█████████▌| 24/25 [00:25<00:01,  1.37s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:51:08.501Z"}

data: {"data":"\r                                                                                                          \u001b[A","timestamp":"2026-04-26T08:51:08.502Z"}

data: {"data":"\rpool=D:  25%|██▌       | 2/8 [01:15<02:27, 24.58s/ep, score=0.460, steps=25, task=heldout_aliased_severity]   \u001b[A","timestamp":"2026-04-26T08:51:08.502Z"}

data: {"data":"\rpool=D:  38%|███▊      | 3/8 [01:15<02:05, 25.05s/ep, score=0.460, steps=25, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T08:51:08.505Z"}

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data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:51:08.777Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:51:08.777Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:51:08.777Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:09.272Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:51:09.272Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:51:09.272Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:51:09.272Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:51:09.637Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:51:09.637Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:51:09.637Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:51:09.637Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:09.638Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:08,  2.65step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:10.094Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:08,  2.65step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:51:10.607Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:08,  2.65step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:11.204Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:08,  2.65step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:11.205Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:02<00:08,  2.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:12.287Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:03<00:08,  2.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:12.978Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:04<00:08,  2.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:14.257Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:05<00:08,  2.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:14.258Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:05<00:11,  1.40step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:15.080Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:06<00:11,  1.40step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:16.352Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:07<00:11,  1.40step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:16.353Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:07<00:11,  1.22step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:18.197Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:09<00:11,  1.22step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:51:19.788Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:11<00:11,  1.22step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:19.789Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:11<00:13,  1.09s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:24.203Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:51:24.705Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:51:24.705Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:51:24.705Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:15<00:13,  1.09s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:24.705Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:16<00:13,  1.09s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:51:24.706Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:51:25.015Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:51:25.015Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:51:25.015Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:16<00:15,  1.50s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:25.015Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:16<00:15,  1.50s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:51:25.362Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:51:25.362Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"requirements.txt\"}}'","timestamp":"2026-04-26T08:51:25.362Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:51:25.362Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:16<00:15,  1.50s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:26.288Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:17<00:15,  1.50s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:26.289Z"}

data: {"data":"\r  heldout_confidence_ordering:  72%|███████▏  | 18/25 [00:17<00:07,  1.12s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:26.977Z"}

data: {"data":"\r  heldout_confidence_ordering:  72%|███████▏  | 18/25 [00:18<00:07,  1.12s/step, action=search_code, phase=2]  \u001b[A","timestamp":"2026-04-26T08:51:28.386Z"}

data: {"data":"\r  heldout_confidence_ordering:  72%|███████▏  | 18/25 [00:19<00:07,  1.12s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:28.386Z"}

data: {"data":"\r  heldout_confidence_ordering:  80%|████████  | 20/25 [00:19<00:05,  1.10s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:29.021Z"}

data: {"data":"\r  heldout_confidence_ordering:  80%|████████  | 20/25 [00:20<00:05,  1.10s/step, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:29.022Z"}

data: {"data":"\r                                                                                                                   \u001b[A","timestamp":"2026-04-26T08:51:29.022Z"}

data: {"data":"\rpool=D:  38%|███▊      | 3/8 [01:35<02:05, 25.05s/ep, score=0.637, steps=21, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T08:51:29.022Z"}

data: {"data":"\rpool=D:  50%|█████     | 4/8 [01:35<01:33, 23.26s/ep, score=0.637, steps=21, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T08:51:29.025Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:51:29.202Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:51:29.202Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:29.771Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:51:29.771Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"limit\": 20}}'","timestamp":"2026-04-26T08:51:29.771Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:51:29.771Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:51:30.538Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:51:30.538Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:51:30.538Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1] \u001b[A","timestamp":"2026-04-26T08:51:30.538Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:30.539Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:01<00:11,  1.98step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:31.048Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:11,  1.98step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:32.003Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:11,  1.98step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:32.004Z"}

data: {"data":"\r  heldout_aliased_severity:  20%|██        | 5/25 [00:02<00:12,  1.62step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:32.561Z"}

data: {"data":"\r  heldout_aliased_severity:  20%|██        | 5/25 [00:03<00:12,  1.62step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:51:34.319Z"}

data: {"data":"\r  heldout_aliased_severity:  20%|██        | 5/25 [00:05<00:12,  1.62step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:34.319Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:05<00:15,  1.19step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:37.914Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:51:38.337Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:51:38.337Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:51:38.337Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:08<00:15,  1.19step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:38.337Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:09<00:15,  1.19step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:51:38.337Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:51:38.619Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:51:38.619Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:51:38.619Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:09<00:20,  1.27s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:38.619Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:51:38.937Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth.py\"}}'","timestamp":"2026-04-26T08:51:38.937Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:51:38.937Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:09<00:20,  1.27s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:51:38.937Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:09<00:20,  1.27s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:39.574Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:10<00:20,  1.27s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:39.575Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:10<00:11,  1.12step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:40.150Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:11<00:11,  1.12step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:40.745Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:11<00:11,  1.12step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:51:40.746Z"}

data: {"data":"\r                                                                                                                \u001b[A","timestamp":"2026-04-26T08:51:40.746Z"}

data: {"data":"\rpool=D:  50%|█████     | 4/8 [01:47<01:33, 23.26s/ep, score=0.557, steps=14, task=heldout_aliased_severity]   \u001b[A","timestamp":"2026-04-26T08:51:40.746Z"}

data: {"data":"\rpool=D:  62%|██████▎   | 5/8 [01:47<00:57, 19.10s/ep, score=0.557, steps=14, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T08:51:40.749Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:51:41.021Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:51:41.021Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:51:41.021Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:51:41.021Z"}

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data: {"data":"[LLM] step=2 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:51:41.342Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:41.342Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:51:41.853Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:51:41.853Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:51:41.853Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:41.853Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:51:41.854Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:08,  2.72step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:42.614Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:08,  2.72step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:43.448Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:08,  2.72step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:44.046Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:03<00:08,  2.72step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:44.046Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:03<00:11,  1.72step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:44.966Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:04<00:11,  1.72step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:45.957Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:05<00:11,  1.72step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:45.958Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:05<00:12,  1.40step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:46.721Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:05<00:12,  1.40step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:47.790Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:07<00:12,  1.40step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:47.791Z"}

data: {"data":"\r  heldout_confidence_ordering:  40%|████      | 10/25 [00:07<00:11,  1.28step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:49.255Z"}

data: {"data":"\r  heldout_confidence_ordering:  40%|████      | 10/25 [00:08<00:11,  1.28step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:51.466Z"}

data: {"data":"\r  heldout_confidence_ordering:  40%|████      | 10/25 [00:10<00:11,  1.28step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:51:51.466Z"}

data: {"data":"\r  heldout_confidence_ordering:  48%|████▊     | 12/25 [00:10<00:14,  1.13s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:52.395Z"}

data: {"data":"\r  heldout_confidence_ordering:  48%|████▊     | 12/25 [00:11<00:14,  1.13s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:53.428Z"}

data: {"data":"\r  heldout_confidence_ordering:  48%|████▊     | 12/25 [00:12<00:14,  1.13s/step, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:51:53.428Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:12<00:11,  1.08s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:55.079Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:14<00:11,  1.08s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:56.028Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:15<00:11,  1.08s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:56.029Z"}

data: {"data":"\r  heldout_confidence_ordering:  64%|██████▍   | 16/25 [00:15<00:10,  1.15s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:57.184Z"}

data: {"data":"\r  heldout_confidence_ordering:  64%|██████▍   | 16/25 [00:16<00:10,  1.15s/step, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:51:57.185Z"}

data: {"data":"\r  heldout_confidence_ordering:  68%|██████▊   | 17/25 [00:16<00:09,  1.15s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:51:58.055Z"}

data: {"data":"\r  heldout_confidence_ordering:  68%|██████▊   | 17/25 [00:17<00:09,  1.15s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:00.198Z"}

data: {"data":"\r  heldout_confidence_ordering:  68%|██████▊   | 17/25 [00:19<00:09,  1.15s/step, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:52:00.199Z"}

data: {"data":"\r  heldout_confidence_ordering:  76%|███████▌  | 19/25 [00:19<00:07,  1.27s/step, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:01.090Z"}

data: {"data":"\r  heldout_confidence_ordering:  76%|███████▌  | 19/25 [00:20<00:07,  1.27s/step, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:02.393Z"}

data: {"data":"\r  heldout_confidence_ordering:  76%|███████▌  | 19/25 [00:21<00:07,  1.27s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:02.394Z"}

data: {"data":"\r  heldout_confidence_ordering:  84%|████████▍ | 21/25 [00:21<00:04,  1.22s/step, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:06.915Z"}

data: {"data":"\r  heldout_confidence_ordering:  84%|████████▍ | 21/25 [00:26<00:04,  1.22s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:06.916Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:52:07.338Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:52:07.338Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:52:07.338Z"}

data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:26<00:05,  1.84s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:07.338Z"}

data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:26<00:05,  1.84s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:52:07.619Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:52:07.619Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:52:07.619Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:52:07.967Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"shared/serializer.py\"}}'","timestamp":"2026-04-26T08:52:07.967Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:52:07.967Z"}

data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:26<00:05,  1.84s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:52:07.967Z"}

data: {"data":"\r  heldout_confidence_ordering:  88%|████████▊ | 22/25 [00:27<00:05,  1.84s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:52:07.968Z"}

data: {"data":"\r  heldout_confidence_ordering: 100%|██████████| 25/25 [00:27<00:00,  1.17s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:52:07.968Z"}

data: {"data":"\r                                                                                                           \u001b[A","timestamp":"2026-04-26T08:52:07.968Z"}

data: {"data":"\rpool=D:  62%|██████▎   | 5/8 [02:14<00:57, 19.10s/ep, score=0.585, steps=25, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T08:52:07.968Z"}

data: {"data":"\rpool=D:  75%|███████▌  | 6/8 [02:14<00:43, 21.86s/ep, score=0.585, steps=25, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T08:52:07.971Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:52:08.148Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:52:08.148Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:52:08.148Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:52:08.148Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:52:08.460Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:52:08.460Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:08.460Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:52:08.904Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"auth\", \"parameters\": {}}'","timestamp":"2026-04-26T08:52:08.904Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T08:52:08.904Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:08.904Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:09.599Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:52:09.599Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:01<00:08,  2.46step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:10.130Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:02<00:08,  2.46step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:10.716Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:02<00:08,  2.46step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:11.336Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:03<00:08,  2.46step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:11.336Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:03<00:08,  2.02step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:11.973Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:04<00:08,  2.02step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:52:12.625Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:04<00:08,  2.02step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:52:13.842Z"}

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data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:52:29.936Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:52:29.936Z"}

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data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:52:30.803Z"}

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data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:52:30.803Z"}

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data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:52:31.657Z"}

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data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:52:55.477Z"}

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data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:52:56.570Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"get_file_diff\", \"parameters\": {\"commit_sha\": \"9d2e7af\", \"path\": \"shared/heldout_confidence_ordering.py\"}}'","timestamp":"2026-04-26T08:52:56.570Z"}

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data: {"data":"\r                                                                                                               \u001b[A","timestamp":"2026-04-26T08:52:58.921Z"}

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data: {"data":"============================================================","timestamp":"2026-04-26T08:52:58.964Z"}

data: {"data":"[base] Evaluating Qwen/Qwen2.5-7B-Instruct","timestamp":"2026-04-26T08:52:58.964Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T08:52:58.964Z"}

data: {"data":"[HFChatPolicy] Loading Qwen/Qwen2.5-7B-Instruct ...","timestamp":"2026-04-26T08:52:58.964Z"}

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data: {"data":"\rFetching 4 files:   0%|          | 0/4 [00:00<?, ?it/s]\u001b[A","timestamp":"2026-04-26T08:53:00.532Z"}

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data: {"data":"\rDownloading (incomplete total...):   0%|          | 0.00/7.81G [00:00<?, ?B/s]\u001b[A","timestamp":"2026-04-26T08:53:00.559Z"}

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data: {"data":"\rDownloading (incomplete total...):   0%|          | 50.3M/15.2G [00:01<05:17, 47.8MB/s]\u001b[A","timestamp":"2026-04-26T08:53:02.560Z"}

data: {"data":"\rDownloading (incomplete total...):   4%|▍         | 600M/15.2G [00:02<00:43, 333MB/s]  \u001b[A","timestamp":"2026-04-26T08:53:03.560Z"}

data: {"data":"\rDownloading (incomplete total...):  13%|█▎        | 2.00G/15.2G [00:03<00:16, 812MB/s]\u001b[A","timestamp":"2026-04-26T08:53:04.560Z"}

data: {"data":"\rDownloading (incomplete total...):  30%|██▉       | 4.55G/15.2G [00:04<00:07, 1.49GB/s]\u001b[A","timestamp":"2026-04-26T08:53:05.563Z"}

data: {"data":"\rDownloading (incomplete total...):  45%|████▌     | 6.86G/15.2G [00:05<00:04, 1.78GB/s]\u001b[A","timestamp":"2026-04-26T08:53:06.564Z"}

data: {"data":"\rDownloading (incomplete total...):  69%|██████▊   | 10.5G/15.2G [00:06<00:01, 2.40GB/s]\u001b[A","timestamp":"2026-04-26T08:53:07.738Z"}

data: {"data":"\rDownloading (incomplete total...):  92%|█████████▏| 14.0G/15.2G [00:07<00:00, 2.62GB/s]\u001b[A","timestamp":"2026-04-26T08:53:08.541Z"}

data: {"data":"\rFetching 4 files:  25%|██▌       | 1/4 [00:08<00:24,  8.05s/it]\u001b[A\rFetching 4 files: 100%|██████████| 4/4 [00:08<00:00,  2.01s/it]","timestamp":"2026-04-26T08:53:08.541Z"}

data: {"data":"","timestamp":"2026-04-26T08:53:08.542Z"}

data: {"data":"\rDownload complete: 100%|██████████| 15.2G/15.2G [00:08<00:00, 2.62GB/s]                \u001b[A\rDownload complete: 100%|██████████| 15.2G/15.2G [00:08<00:00, 1.89GB/s]","timestamp":"2026-04-26T08:53:08.552Z"}

data: {"data":"","timestamp":"2026-04-26T08:53:08.578Z"}

data: {"data":"\rLoading weights:   0%|          | 0/339 [00:00<?, ?it/s]\u001b[A","timestamp":"2026-04-26T08:53:09.584Z"}

data: {"data":"\rLoading weights:  41%|████▏     | 140/339 [00:01<00:01, 139.10it/s]\u001b[A\rLoading weights: 100%|██████████| 339/339 [00:01<00:00, 173.66it/s]","timestamp":"2026-04-26T08:53:10.530Z"}

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data: {"data":"============================================================","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[DEVICE AUDIT] model_id    : Qwen/Qwen2.5-7B-Instruct","timestamp":"2026-04-26T08:53:10.719Z"}

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data: {"data":"[DEVICE AUDIT] cuda built  : 13.0","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[DEVICE AUDIT] attn_impl   : sdpa","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[DEVICE AUDIT] torch_dtype : bfloat16","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[DEVICE AUDIT] GPUs        : 1","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[DEVICE AUDIT]   cuda:0 NVIDIA H200  VRAM 14.2/140 GB","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[DEVICE AUDIT] OK — running on cuda:0","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"[HFChatPolicy] Ready: Qwen/Qwen2.5-7B-Instruct","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"","timestamp":"2026-04-26T08:53:10.719Z"}

data: {"data":"\rclaims:   0%|          | 0/4 [00:00<?, ?claim/s]\u001b[A","timestamp":"2026-04-26T08:53:10.719Z"}

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data: {"data":"[DEVICE AUDIT] generate() inputs on: cuda:0","timestamp":"2026-04-26T08:53:10.725Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:53:10.895Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:53:10.895Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:53:10.895Z"}

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data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:53:11.184Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:53:11.184Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:53:11.184Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:11.184Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:53:11.883Z"}

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data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:53:11.883Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:11.883Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:53:11.884Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:08,  2.58step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:12.799Z"}

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data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:13,  1.44step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:15.400Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:04<00:13,  1.44step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:17.951Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:07<00:13,  1.44step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:17.952Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:53:18.321Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:53:18.321Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:53:18.321Z"}

data: {"data":"\r  memory_leak:  32%|███▏      | 8/25 [00:07<00:17,  1.04s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:53:18.321Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:53:18.598Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:53:18.598Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:53:18.598Z"}

data: {"data":"\r  memory_leak:  32%|███▏      | 8/25 [00:07<00:17,  1.04s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:53:18.598Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:53:18.918Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"orders/main.py\"}}'","timestamp":"2026-04-26T08:53:18.918Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:53:18.918Z"}

data: {"data":"\r  memory_leak:  32%|███▏      | 8/25 [00:07<00:17,  1.04s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:53:18.918Z"}

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data: {"data":"\r  memory_leak:  48%|████▊     | 12/25 [00:08<00:08,  1.48step/s, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T08:53:19.539Z"}

data: {"data":"\r  memory_leak:  48%|████▊     | 12/25 [00:08<00:08,  1.48step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:53:20.050Z"}

data: {"data":"\r  memory_leak:  48%|████▊     | 12/25 [00:09<00:08,  1.48step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:53:20.840Z"}

data: {"data":"\r  memory_leak:  48%|████▊     | 12/25 [00:10<00:08,  1.48step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:53:20.840Z"}

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data: {"data":"\r                                                                                               \u001b[A","timestamp":"2026-04-26T08:53:25.826Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:15<?, ?ep/s, score=0.642, steps=16, task=memory_leak]\u001b[A","timestamp":"2026-04-26T08:53:25.826Z"}

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data: {"data":"[LLM] step=1 valid_actions_count=52","timestamp":"2026-04-26T08:53:25.986Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:53:25.986Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:53:25.986Z"}

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data: {"data":"[LLM] step=2 valid_actions_count=52","timestamp":"2026-04-26T08:53:26.264Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:53:26.264Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:53:26.264Z"}

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data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:53:26.866Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:53:26.866Z"}

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data: {"data":"\r                                                                                                     \u001b[A","timestamp":"2026-04-26T08:53:45.575Z"}

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data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T08:54:05.119Z"}

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data: {"data":"\r                                                                                                   \u001b[A","timestamp":"2026-04-26T08:54:23.488Z"}

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data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:12<01:14, 18.52s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:54:23.491Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T08:54:23.648Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:54:23.648Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:54:23.648Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:54:23.648Z"}

data: {"data":"[LLM] step=2 valid_actions_count=54","timestamp":"2026-04-26T08:54:23.928Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:54:23.928Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:54:23.928Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:23.928Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:54:24.563Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:54:24.563Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:54:24.563Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:24.563Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:24.563Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:01<00:07,  2.80step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:25.051Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:01<00:07,  2.80step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:25.537Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:02<00:07,  2.80step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:26.120Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:02<00:07,  2.80step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:54:26.120Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:02<00:08,  2.21step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:26.626Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:03<00:08,  2.21step/s, action=check_metrics, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:28.171Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:04<00:08,  2.21step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:28.780Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:05<00:08,  2.21step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:28.781Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:05<00:10,  1.54step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:29.663Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:06<00:10,  1.54step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:30.373Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:06<00:10,  1.54step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:30.373Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:06<00:09,  1.44step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:31.084Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:07<00:09,  1.44step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:54:32.152Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:08<00:09,  1.44step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:32.153Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:08<00:09,  1.33step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:34.049Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:54:34.416Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:54:34.416Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:54:34.416Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:10<00:09,  1.33step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:34.416Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:10<00:09,  1.33step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:54:34.417Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:54:34.660Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:54:34.660Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:54:34.660Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:10<00:08,  1.15step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:34.660Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:54:34.977Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"queue/__init__.py\"}}'","timestamp":"2026-04-26T08:54:34.977Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:54:34.977Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:11<00:08,  1.15step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:54:34.978Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:11<00:08,  1.15step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:35.274Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:11<00:08,  1.15step/s, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:54:35.614Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:12<00:08,  1.15step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:35.615Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:12<00:03,  1.65step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:36.267Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:12<00:03,  1.65step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:37.284Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:13<00:03,  1.65step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:37.285Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:13<00:02,  1.51step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:40.104Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:16<00:02,  1.51step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:40.105Z"}

data: {"data":"\r                                                                                                 \u001b[A","timestamp":"2026-04-26T08:54:40.105Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:29<01:14, 18.52s/ep, score=0.476, steps=22, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:54:40.105Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:29<00:53, 17.83s/ep, score=0.476, steps=22, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:54:40.108Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:54:40.266Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:54:40.266Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:54:40.266Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:54:40.266Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:54:40.545Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:54:40.545Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:54:40.545Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:40.545Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:54:41.180Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:54:41.180Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T08:54:41.180Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:41.180Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:41.181Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:07,  2.80step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:41.650Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:01<00:07,  2.80step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:42.148Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:02<00:07,  2.80step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:42.665Z"}

data: {"data":"\r  severity_inversion:  12%|█▏        | 3/25 [00:02<00:07,  2.80step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:54:42.666Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:02<00:08,  2.28step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:43.392Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:03<00:08,  2.28step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:45.233Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:54:45.600Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:54:45.600Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:54:45.600Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:05<00:08,  2.28step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:45.600Z"}

data: {"data":"\r  severity_inversion:  24%|██▍       | 6/25 [00:05<00:08,  2.28step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:54:45.601Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:54:45.845Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:54:45.845Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:54:45.845Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:05<00:10,  1.46step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:45.845Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:05<00:10,  1.46step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:54:46.135Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:54:46.135Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T08:54:46.135Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:54:46.135Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:06<00:10,  1.46step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:46.685Z"}

data: {"data":"\r  severity_inversion:  36%|███▌      | 9/25 [00:06<00:10,  1.46step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:46.686Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:06<00:07,  1.79step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:47.173Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:07<00:07,  1.79step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:47.676Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:07<00:07,  1.79step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:48.218Z"}

data: {"data":"\r  severity_inversion:  48%|████▊     | 12/25 [00:08<00:07,  1.79step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:48.219Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:08<00:05,  1.85step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:48.543Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:08<00:05,  1.85step/s, action=read_file, phase=2]    \u001b[A","timestamp":"2026-04-26T08:54:49.061Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:08<00:05,  1.85step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:49.613Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:09<00:05,  1.85step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:49.613Z"}

data: {"data":"\r  severity_inversion:  72%|███████▏  | 18/25 [00:09<00:03,  1.94step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:52.885Z"}

data: {"data":"\r  severity_inversion:  72%|███████▏  | 18/25 [00:12<00:03,  1.94step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:54:52.886Z"}

data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T08:54:52.886Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:42<00:53, 17.83s/ep, score=0.468, steps=19, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:54:52.886Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:42<00:32, 16.12s/ep, score=0.468, steps=19, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:54:52.889Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:54:53.131Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:54:53.131Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:54:53.131Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:54:53.131Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:54:53.577Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:54:53.577Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:54:53.577Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:53.577Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:54:53.914Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:54:53.914Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:54:53.914Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:53.914Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:53.914Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:07,  2.92step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:54.360Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:07,  2.92step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:54:54.833Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:07,  2.92step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:55.420Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:07,  2.92step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:55.420Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:02<00:08,  2.29step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:55.979Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:08,  2.29step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:56.654Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:08,  2.29step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:57.374Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:04<00:08,  2.29step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:57.375Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:04<00:08,  1.87step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:58.393Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:05<00:08,  1.87step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:54:59.126Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:06<00:08,  1.87step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:54:59.126Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:06<00:08,  1.57step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:00.019Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:07<00:08,  1.57step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:00.789Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:07<00:08,  1.57step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:00.789Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:07<00:08,  1.44step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:02.148Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:09<00:08,  1.44step/s, action=declare_root_cause, phase=1]  \u001b[A","timestamp":"2026-04-26T08:55:06.404Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:13<00:08,  1.44step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:06.405Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:55:06.776Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:55:06.776Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:55:06.776Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:13<00:13,  1.33s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:06.776Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:55:07.024Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:55:07.024Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:55:07.024Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:13<00:13,  1.33s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:55:07.024Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:55:07.318Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/config.py\"}}'","timestamp":"2026-04-26T08:55:07.318Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:55:07.318Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:14<00:13,  1.33s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:55:07.318Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:14<00:13,  1.33s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:55:07.822Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:14<00:13,  1.33s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:55:07.823Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:14<00:05,  1.14step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:55:08.318Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:15<00:05,  1.14step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:55:08.750Z"}

data: {"data":"\r  confidence_inversion:  76%|███████▌  | 19/25 [00:15<00:05,  1.14step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T08:55:08.750Z"}

data: {"data":"\r                                                                                                            \u001b[A","timestamp":"2026-04-26T08:55:08.750Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:58<00:32, 16.12s/ep, score=0.630, steps=21, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:55:08.750Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [01:58<00:16, 16.03s/ep, score=0.630, steps=21, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:55:08.753Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:55:08.912Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:55:08.912Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:55:08.912Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:55:08.912Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:55:09.208Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:api_gateway\", \"parameters\": {}}'","timestamp":"2026-04-26T08:55:09.208Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:55:09.208Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:09.208Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:55:09.599Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"parameters\": {}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:55:09.599Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:55:09.599Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:09.599Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:10.072Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:10.072Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:06,  3.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:10.605Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:06,  3.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:11.184Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:06,  3.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:11.795Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:03<00:06,  3.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:12.420Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:03<00:06,  3.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:12.421Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:03<00:08,  2.08step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:13.554Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:04<00:08,  2.08step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:14.247Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:05<00:08,  2.08step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:15.125Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:06<00:08,  2.08step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:15.125Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:06<00:09,  1.55step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:15.829Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:07<00:09,  1.55step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:16.502Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:07<00:09,  1.55step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:16.502Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:07<00:07,  1.53step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:17.453Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:08<00:07,  1.53step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:55:18.555Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:09<00:07,  1.53step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:18.556Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:09<00:07,  1.32step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:19.407Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:10<00:07,  1.32step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:21.137Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:12<00:07,  1.32step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:21.138Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:12<00:07,  1.10step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:21.640Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:12<00:07,  1.10step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:22.171Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:13<00:07,  1.10step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:22.172Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:13<00:04,  1.26step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:22.956Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:14<00:04,  1.26step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:23.640Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:14<00:04,  1.26step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:23.640Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:14<00:03,  1.28step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:24.260Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:15<00:03,  1.28step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:25.133Z"}

data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:16<00:03,  1.28step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:25.134Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:16<00:01,  1.30step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:25.742Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:16<00:01,  1.30step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:26.557Z"}

data: {"data":"\r  info_ordering:  92%|█████████▏| 23/25 [00:17<00:01,  1.30step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:26.557Z"}

data: {"data":"\r  info_ordering: 100%|██████████| 25/25 [00:17<00:00,  1.33step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:26.557Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:55:26.558Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:15<00:16, 16.03s/ep, score=0.460, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T08:55:26.558Z"}

data: {"data":"\rpool=C: 100%|██████████| 8/8 [02:15<00:00, 16.60s/ep, score=0.460, steps=25, task=info_ordering]\u001b[A\rpool=C: 100%|██████████| 8/8 [02:15<00:00, 16.98s/ep, score=0.460, steps=25, task=info_ordering]","timestamp":"2026-04-26T08:55:26.558Z"}

data: {"data":"","timestamp":"2026-04-26T08:55:26.559Z"}

data: {"data":"\rclaim1 — stopping behaviour:  25%|██▌       | 1/4 [02:15<06:47, 135.84s/claim]\u001b[A","timestamp":"2026-04-26T08:55:26.559Z"}

data: {"data":"\rclaim2 — r_cross ablation:  25%|██▌       | 1/4 [02:15<06:47, 135.84s/claim]  \u001b[A","timestamp":"2026-04-26T08:55:26.559Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:00<?, ?ep/s]\u001b[A","timestamp":"2026-04-26T08:55:26.561Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:55:26.717Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:55:26.717Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:55:26.717Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:55:26.717Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:55:26.985Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:55:26.985Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:55:26.985Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:26.985Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:55:27.576Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:55:27.576Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:55:27.576Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:27.576Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:55:27.576Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:07,  2.96step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:28.057Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:07,  2.96step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:28.550Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:07,  2.96step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:55:29.268Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:02<00:07,  2.96step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:55:29.268Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:02<00:08,  2.12step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:29.800Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:08,  2.12step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:30.333Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:08,  2.12step/s, action=check_metrics, phase=1]       \u001b[A","timestamp":"2026-04-26T08:55:31.136Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:04<00:08,  2.12step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:55:31.137Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:04<00:08,  1.85step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:31.770Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:05<00:08,  1.85step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:32.472Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:05<00:08,  1.85step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:32.473Z"}

data: {"data":"\r  memory_leak:  44%|████▍     | 11/25 [00:05<00:08,  1.73step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:33.188Z"}

data: {"data":"\r  memory_leak:  44%|████▍     | 11/25 [00:06<00:08,  1.73step/s, action=run_health_check, phase=1]  \u001b[A","timestamp":"2026-04-26T08:55:33.852Z"}

data: {"data":"\r  memory_leak:  44%|████▍     | 11/25 [00:07<00:08,  1.73step/s, action=check_metrics, phase=1]   \u001b[A","timestamp":"2026-04-26T08:55:33.852Z"}

data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:07<00:07,  1.63step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:34.515Z"}

data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:07<00:07,  1.63step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:36.007Z"}

data: {"data":"\r  memory_leak:  52%|█████▏    | 13/25 [00:09<00:07,  1.63step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:55:36.007Z"}

data: {"data":"\r  memory_leak:  60%|██████    | 15/25 [00:09<00:07,  1.33step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:36.745Z"}

data: {"data":"\r  memory_leak:  60%|██████    | 15/25 [00:10<00:07,  1.33step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:37.455Z"}

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data: {"data":"\r  memory_leak:  68%|██████▊   | 17/25 [00:10<00:05,  1.34step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:38.346Z"}

data: {"data":"\r  memory_leak:  68%|██████▊   | 17/25 [00:11<00:05,  1.34step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:55:39.127Z"}

data: {"data":"\r  memory_leak:  68%|██████▊   | 17/25 [00:12<00:05,  1.34step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:39.128Z"}

data: {"data":"\r  memory_leak:  76%|███████▌  | 19/25 [00:12<00:04,  1.30step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:39.856Z"}

data: {"data":"\r  memory_leak:  76%|███████▌  | 19/25 [00:13<00:04,  1.30step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:55:40.960Z"}

data: {"data":"\r  memory_leak:  76%|███████▌  | 19/25 [00:14<00:04,  1.30step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:40.960Z"}

data: {"data":"\r  memory_leak:  84%|████████▍ | 21/25 [00:14<00:03,  1.23step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:44.146Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:55:44.517Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:55:44.517Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:55:44.517Z"}

data: {"data":"\r  memory_leak:  84%|████████▍ | 21/25 [00:17<00:03,  1.23step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:44.517Z"}

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data: {"data":"\r                                                                                           \u001b[A","timestamp":"2026-04-26T08:55:45.059Z"}

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data: {"data":"\rpool=C:  12%|█▎        | 1/8 [00:18<02:09, 18.50s/ep, score=0.710, steps=25, task=memory_leak]\u001b[A","timestamp":"2026-04-26T08:55:45.062Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:55:45.502Z"}

data: {"data":"\r  cascading_failure:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:55:45.502Z"}

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data: {"data":"\r  cascading_failure:  48%|████▊     | 12/25 [00:06<00:07,  1.84step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:55:52.006Z"}

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data: {"data":"\r                                                                                                         \u001b[A","timestamp":"2026-04-26T08:55:54.884Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:56:13.491Z"}

data: {"data":"\r  distributed_deadlock:  96%|█████████▌| 24/25 [00:18<00:00,  1.05step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:13.491Z"}

data: {"data":"\r  distributed_deadlock:  96%|█████████▌| 24/25 [00:18<00:00,  1.05step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:56:13.492Z"}

data: {"data":"\r                                                                                                   \u001b[A","timestamp":"2026-04-26T08:56:13.492Z"}

data: {"data":"\rpool=C:  25%|██▌       | 2/8 [00:46<01:20, 13.40s/ep, score=0.585, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:56:13.492Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [00:46<01:18, 15.78s/ep, score=0.585, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:56:13.495Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:56:13.653Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:56:13.653Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:56:13.653Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:56:13.653Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:56:13.907Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:56:13.907Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:56:13.907Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:13.907Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:56:14.336Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:56:14.336Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:56:14.336Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:14.336Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:56:15.267Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:15.268Z"}

data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:01<00:09,  2.26step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:15.710Z"}

data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:02<00:09,  2.26step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:16.713Z"}

data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:03<00:09,  2.26step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:56:18.019Z"}

data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:04<00:09,  2.26step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:18.020Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:04<00:12,  1.45step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:21.223Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:56:21.621Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:56:21.621Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:56:21.621Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:07<00:12,  1.45step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:21.621Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:08<00:12,  1.45step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:56:21.622Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:56:21.897Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:56:21.897Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:56:21.897Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:08<00:16,  1.06s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:21.898Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:56:22.220Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"orders/config.yaml\"}}'","timestamp":"2026-04-26T08:56:22.220Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:56:22.220Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:08<00:16,  1.06s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:56:22.220Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:08<00:16,  1.06s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:22.809Z"}

data: {"data":"\r  circuit_breaker_noop:  36%|███▌      | 9/25 [00:09<00:16,  1.06s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:22.809Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:09<00:10,  1.28step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:23.374Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:09<00:10,  1.28step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:23.781Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:10<00:10,  1.28step/s, action=read_file, phase=2]    \u001b[A","timestamp":"2026-04-26T08:56:31.182Z"}

data: {"data":"\r  circuit_breaker_noop:  48%|████▊     | 12/25 [00:17<00:10,  1.28step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:31.183Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:56:31.183Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [01:04<01:18, 15.78s/ep, score=0.098, steps=15, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:56:31.183Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:04<01:06, 16.53s/ep, score=0.098, steps=15, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T08:56:31.186Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T08:56:31.345Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:56:31.345Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:56:31.345Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:56:31.345Z"}

data: {"data":"[LLM] step=2 valid_actions_count=54","timestamp":"2026-04-26T08:56:31.628Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:56:31.628Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:56:31.628Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:31.628Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:56:32.062Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:56:32.062Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=orders","timestamp":"2026-04-26T08:56:32.062Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:32.062Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:32.512Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:56:32.513Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:01<00:06,  3.01step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:32.986Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:01<00:06,  3.01step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:33.551Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:02<00:06,  3.01step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:34.189Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:03<00:06,  3.01step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:34.886Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:03<00:06,  3.01step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:34.886Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:03<00:08,  2.06step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:35.601Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:04<00:08,  2.06step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:36.323Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:05<00:08,  2.06step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:37.267Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:06<00:08,  2.06step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:56:37.268Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:06<00:08,  1.65step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:38.363Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:07<00:08,  1.65step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:39.754Z"}

data: {"data":"\r  aliased_fault:  44%|████▍     | 11/25 [00:08<00:08,  1.65step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:39.755Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:08<00:09,  1.29step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:41.014Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:09<00:09,  1.29step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:42.316Z"}

data: {"data":"\r  aliased_fault:  52%|█████▏    | 13/25 [00:11<00:09,  1.29step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:42.317Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:11<00:09,  1.09step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:43.293Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:12<00:09,  1.09step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:44.039Z"}

data: {"data":"\r  aliased_fault:  60%|██████    | 15/25 [00:12<00:09,  1.09step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:44.039Z"}

data: {"data":"\r  aliased_fault:  68%|██████▊   | 17/25 [00:12<00:07,  1.11step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:44.842Z"}

data: {"data":"\r  aliased_fault:  68%|██████▊   | 17/25 [00:13<00:07,  1.11step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:56:45.624Z"}

data: {"data":"\r  aliased_fault:  68%|██████▊   | 17/25 [00:14<00:07,  1.11step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:45.625Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:14<00:05,  1.15step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:46.488Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:15<00:05,  1.15step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:47.582Z"}

data: {"data":"\r  aliased_fault:  76%|███████▌  | 19/25 [00:16<00:05,  1.15step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:47.583Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:16<00:03,  1.11step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:49.908Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:56:50.309Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:56:50.309Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:56:50.309Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:18<00:03,  1.11step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:50.309Z"}

data: {"data":"\r  aliased_fault:  84%|████████▍ | 21/25 [00:19<00:03,  1.11step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:56:50.310Z"}

data: {"data":"\r  aliased_fault:  92%|█████████▏| 23/25 [00:19<00:02,  1.04s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:50.555Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:56:50.555Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:56:50.555Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:56:50.555Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:56:50.848Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"queue/status.py\"}}'","timestamp":"2026-04-26T08:56:50.848Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:56:50.848Z"}

data: {"data":"\r  aliased_fault:  92%|█████████▏| 23/25 [00:19<00:02,  1.04s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:56:50.848Z"}

data: {"data":"\r  aliased_fault:  92%|█████████▏| 23/25 [00:19<00:02,  1.04s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:56:50.849Z"}

data: {"data":"\r                                                                                             \u001b[A","timestamp":"2026-04-26T08:56:50.849Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:24<01:06, 16.53s/ep, score=0.460, steps=25, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:56:50.849Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:24<00:52, 17.66s/ep, score=0.460, steps=25, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:56:50.852Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:56:51.010Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:56:51.010Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:56:51.010Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:56:51.010Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:56:51.290Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:51.290Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:56:51.290Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:56:51.290Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:51.694Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:56:51.694Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"auth\", \"parameters\": {}}'","timestamp":"2026-04-26T08:56:51.694Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T08:56:51.694Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:52.116Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:56:52.117Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:01<00:06,  3.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:52.636Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:01<00:06,  3.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:53.200Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:02<00:06,  3.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:53.823Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:02<00:06,  3.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:54.585Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:03<00:06,  3.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:54.586Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:03<00:08,  2.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:55.307Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:04<00:08,  2.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:56.191Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:05<00:08,  2.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:57.539Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:06<00:08,  2.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:57.540Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:06<00:09,  1.46step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:58.889Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:08<00:09,  1.46step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:56:59.975Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:09<00:09,  1.46step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:56:59.976Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:09<00:09,  1.21step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:00.761Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:09<00:09,  1.21step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:02.131Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:11<00:09,  1.21step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:02.132Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:11<00:08,  1.12step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:03.515Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:12<00:08,  1.12step/s, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T08:57:04.464Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:13<00:08,  1.12step/s, action=query_logs, phase=1]     \u001b[A","timestamp":"2026-04-26T08:57:04.465Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:13<00:07,  1.03step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:05.435Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:14<00:07,  1.03step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:06.121Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:15<00:07,  1.03step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:57:06.121Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:15<00:05,  1.07step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:07.245Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:16<00:05,  1.07step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:09.250Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:18<00:05,  1.07step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:09.251Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:57:09.651Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:57:09.651Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:57:09.651Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:18<00:04,  1.12s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:09.651Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:18<00:04,  1.12s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:57:09.927Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:57:09.927Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:57:09.927Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:57:09.927Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:57:10.218Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T08:57:10.218Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:57:10.218Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:19<00:04,  1.12s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:57:10.218Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:19<00:04,  1.12s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:10.689Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:19<00:04,  1.12s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:10.690Z"}

data: {"data":"\r  severity_inversion: 100%|██████████| 25/25 [00:19<00:00,  1.29step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:10.690Z"}

data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:57:10.690Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:44<00:52, 17.66s/ep, score=0.460, steps=25, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:57:10.691Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:44<00:36, 18.40s/ep, score=0.460, steps=25, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:57:10.693Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:57:10.932Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:57:10.932Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:57:10.932Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:57:10.932Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:11.344Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:57:11.344Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:57:11.345Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:57:11.345Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:57:11.650Z"}

data: {"data":"[LLM] step=3 valid_actions_count=52","timestamp":"2026-04-26T08:57:11.650Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:57:11.650Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:57:11.650Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:12.036Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:57:12.037Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:01<00:07,  2.98step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:12.768Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:02<00:07,  2.98step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:13.310Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:02<00:07,  2.98step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:14.697Z"}

data: {"data":"\r  confidence_inversion:  16%|█▌        | 4/25 [00:04<00:07,  2.98step/s, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T08:57:14.698Z"}

data: {"data":"\r  confidence_inversion:  28%|██▊       | 7/25 [00:04<00:11,  1.61step/s, action=rollback_deploy, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:16.093Z"}

data: {"data":"\r  confidence_inversion:  28%|██▊       | 7/25 [00:05<00:11,  1.61step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:17.883Z"}

data: {"data":"\r  confidence_inversion:  28%|██▊       | 7/25 [00:07<00:11,  1.61step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:17.884Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:15,  1.06step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:18.280Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:57:18.280Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:57:18.280Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:57:18.280Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:57:18.556Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:57:18.556Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:57:18.556Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:15,  1.06step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:57:18.556Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:57:18.901Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/__init__.py\"}}'","timestamp":"2026-04-26T08:57:18.901Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:57:18.901Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:15,  1.06step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:57:18.901Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:08<00:15,  1.06step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:18.902Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:08<00:08,  1.44step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:19.166Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:08<00:08,  1.44step/s, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:57:19.476Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:08<00:08,  1.44step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:20.024Z"}

data: {"data":"\r  confidence_inversion:  48%|████▊     | 12/25 [00:09<00:08,  1.44step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:20.024Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:09<00:05,  1.74step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:20.562Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:09<00:05,  1.74step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:22.150Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:11<00:05,  1.74step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:22.151Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:57:22.151Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:55<00:36, 18.40s/ep, score=0.585, steps=17, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:57:22.151Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [01:55<00:16, 16.13s/ep, score=0.585, steps=17, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:57:22.154Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:57:22.311Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:57:22.311Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:57:22.311Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:57:22.311Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:57:22.604Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:api_gateway\", \"parameters\": {}}'","timestamp":"2026-04-26T08:57:22.604Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:57:22.604Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:22.604Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:57:22.994Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"parameters\": {}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:57:22.994Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:57:22.994Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:22.994Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:23.464Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:23.464Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:06,  3.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:23.991Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:06,  3.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:24.646Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:06,  3.05step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:25.249Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:03<00:06,  3.05step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:25.870Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:03<00:06,  3.05step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:25.871Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:03<00:08,  2.05step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:26.566Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:04<00:08,  2.05step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:27.251Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:05<00:08,  2.05step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:27.943Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:05<00:08,  2.05step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:27.944Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:05<00:07,  1.76step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:28.645Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:06<00:07,  1.76step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:29.311Z"}

data: {"data":"\r  info_ordering:  44%|████▍     | 11/25 [00:07<00:07,  1.76step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:29.312Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:07<00:07,  1.67step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:30.150Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:07<00:07,  1.67step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:57:30.974Z"}

data: {"data":"\r  info_ordering:  52%|█████▏    | 13/25 [00:08<00:07,  1.67step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:30.975Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:08<00:06,  1.51step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:31.785Z"}

data: {"data":"\r  info_ordering:  60%|██████    | 15/25 [00:09<00:06,  1.51step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:32.423Z"}

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data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:10<00:05,  1.47step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:33.046Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:10<00:05,  1.47step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:33.719Z"}

data: {"data":"\r  info_ordering:  68%|██████▊   | 17/25 [00:11<00:05,  1.47step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:33.720Z"}

data: {"data":"\r  info_ordering:  76%|███████▌  | 19/25 [00:11<00:04,  1.49step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:57:34.729Z"}

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data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:57:36.970Z"}

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data: {"data":"\r  info_ordering:  84%|████████▍ | 21/25 [00:14<00:03,  1.12step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:57:37.214Z"}

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data: {"data":"\r  info_ordering: 100%|██████████| 25/25 [00:15<00:00,  1.54step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T08:57:38.018Z"}

data: {"data":"\r                                                                                               \u001b[A","timestamp":"2026-04-26T08:57:38.019Z"}

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data: {"data":"\r                                                                                             \u001b[A","timestamp":"2026-04-26T08:57:56.506Z"}

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data: {"data":"\r  cascading_failure:  72%|███████▏  | 18/25 [00:17<00:06,  1.05step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:13.563Z"}

data: {"data":"\r  cascading_failure:  80%|████████  | 20/25 [00:17<00:05,  1.02s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:14.199Z"}

data: {"data":"\r  cascading_failure:  80%|████████  | 20/25 [00:17<00:05,  1.02s/step, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:14.973Z"}

data: {"data":"\r  cascading_failure:  80%|████████  | 20/25 [00:18<00:05,  1.02s/step, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:58:14.974Z"}

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data: {"data":"\r  cascading_failure:  88%|████████▊ | 22/25 [00:19<00:02,  1.08step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:16.696Z"}

data: {"data":"\r  cascading_failure:  88%|████████▊ | 22/25 [00:20<00:02,  1.08step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:16.696Z"}

data: {"data":"\r  cascading_failure:  96%|█████████▌| 24/25 [00:20<00:00,  1.10step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:18.334Z"}

data: {"data":"\r  cascading_failure:  96%|█████████▌| 24/25 [00:21<00:00,  1.10step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:18.335Z"}

data: {"data":"\r                                                                                                          \u001b[A","timestamp":"2026-04-26T08:58:18.335Z"}

data: {"data":"\rpool=C:  12%|█▎        | 1/8 [00:40<02:09, 18.49s/ep, score=0.585, steps=25, task=cascading_failure]\u001b[A","timestamp":"2026-04-26T08:58:18.335Z"}

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data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:58:18.497Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:58:18.497Z"}

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data: {"data":"\r  distributed_deadlock:  28%|██▊       | 7/25 [00:03<00:09,  1.96step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:22.625Z"}

data: {"data":"\r  distributed_deadlock:  28%|██▊       | 7/25 [00:04<00:09,  1.96step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:58:23.753Z"}

data: {"data":"\r  distributed_deadlock:  28%|██▊       | 7/25 [00:05<00:09,  1.96step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:24.716Z"}

data: {"data":"\r  distributed_deadlock:  28%|██▊       | 7/25 [00:06<00:09,  1.96step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:58:24.716Z"}

data: {"data":"\r  distributed_deadlock:  40%|████      | 10/25 [00:06<00:10,  1.41step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:25.503Z"}

data: {"data":"\r  distributed_deadlock:  40%|████      | 10/25 [00:07<00:10,  1.41step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:26.290Z"}

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data: {"data":"\r  distributed_deadlock:  48%|████▊     | 12/25 [00:07<00:09,  1.36step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:27.087Z"}

data: {"data":"\r  distributed_deadlock:  48%|████▊     | 12/25 [00:08<00:09,  1.36step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:28.256Z"}

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data: {"data":"\r  distributed_deadlock:  56%|█████▌    | 14/25 [00:09<00:08,  1.24step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:29.054Z"}

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data: {"data":"\r  distributed_deadlock:  64%|██████▍   | 16/25 [00:11<00:07,  1.24step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:30.608Z"}

data: {"data":"\r  distributed_deadlock:  64%|██████▍   | 16/25 [00:12<00:07,  1.24step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:58:31.555Z"}

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data: {"data":"\r  distributed_deadlock:  72%|███████▏  | 18/25 [00:13<00:05,  1.22step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:32.322Z"}

data: {"data":"\r  distributed_deadlock:  72%|███████▏  | 18/25 [00:13<00:05,  1.22step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:33.045Z"}

data: {"data":"\r  distributed_deadlock:  72%|███████▏  | 18/25 [00:14<00:05,  1.22step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:33.045Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:14<00:03,  1.26step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:34.254Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:15<00:03,  1.26step/s, action=declare_root_cause, phase=1]  \u001b[A","timestamp":"2026-04-26T08:58:36.316Z"}

data: {"data":"\r  distributed_deadlock:  80%|████████  | 20/25 [00:17<00:03,  1.26step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:36.317Z"}

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data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:58:36.683Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:17<00:03,  1.05s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:36.683Z"}

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data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:18<00:03,  1.05s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:58:36.928Z"}

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data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/__init__.py\"}}'","timestamp":"2026-04-26T08:58:37.246Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:58:37.246Z"}

data: {"data":"\r  distributed_deadlock:  88%|████████▊ | 22/25 [00:18<00:03,  1.05s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:58:37.246Z"}

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data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T08:58:37.247Z"}

data: {"data":"\rpool=C:  25%|██▌       | 2/8 [00:59<02:02, 20.45s/ep, score=0.460, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:58:37.247Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [00:59<01:38, 19.75s/ep, score=0.460, steps=25, task=distributed_deadlock]\u001b[A","timestamp":"2026-04-26T08:58:37.250Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:58:37.407Z"}

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data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:58:37.407Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:58:37.659Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:58:37.659Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:58:37.659Z"}

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data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T08:58:38.090Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T08:58:38.090Z"}

data: {"data":"\r  circuit_breaker_noop:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:38.090Z"}

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data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:02<00:07,  2.73step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:58:40.468Z"}

data: {"data":"\r  circuit_breaker_noop:  16%|█▌        | 4/25 [00:03<00:07,  2.73step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:40.469Z"}

data: {"data":"\r  circuit_breaker_noop:  28%|██▊       | 7/25 [00:03<00:08,  2.09step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:41.009Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:58:45.750Z"}

data: {"data":"\r  circuit_breaker_noop:  40%|████      | 10/25 [00:08<00:14,  1.07step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:58:45.750Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:58:46.039Z"}

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data: {"data":"\r  circuit_breaker_noop:  56%|█████▌    | 14/25 [00:09<00:07,  1.47step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:58:47.742Z"}

data: {"data":"\r  circuit_breaker_noop:  56%|█████▌    | 14/25 [00:10<00:07,  1.47step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:58:47.743Z"}

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data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:58:49.935Z"}

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data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"orders\"}'","timestamp":"2026-04-26T08:58:50.374Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T08:58:50.374Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:50.374Z"}

data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T08:58:50.810Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"orders\", \"parameters\": {}}'","timestamp":"2026-04-26T08:58:50.810Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=orders","timestamp":"2026-04-26T08:58:50.810Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:50.810Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:51.259Z"}

data: {"data":"\r  aliased_fault:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:58:51.260Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:01<00:06,  3.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:51.732Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:01<00:06,  3.03step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:52.447Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:02<00:06,  3.03step/s, action=declare_no_change, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:53.201Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:03<00:06,  3.03step/s, action=query_logs, phase=1]       \u001b[A","timestamp":"2026-04-26T08:58:54.643Z"}

data: {"data":"\r  aliased_fault:  16%|█▌        | 4/25 [00:04<00:06,  3.03step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:54.643Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:04<00:10,  1.58step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:55.456Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:05<00:10,  1.58step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:56.151Z"}

data: {"data":"\r  aliased_fault:  32%|███▏      | 8/25 [00:06<00:10,  1.58step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:56.151Z"}

data: {"data":"\r  aliased_fault:  40%|████      | 10/25 [00:06<00:10,  1.49step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:56.906Z"}

data: {"data":"\r  aliased_fault:  40%|████      | 10/25 [00:06<00:10,  1.49step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:57.785Z"}

data: {"data":"\r  aliased_fault:  40%|████      | 10/25 [00:07<00:10,  1.49step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:57.785Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:07<00:09,  1.40step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:58.517Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:08<00:09,  1.40step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:59.699Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:09<00:09,  1.40step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:58:59.699Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:09<00:08,  1.27step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:00.828Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:10<00:08,  1.27step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:01.695Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:11<00:08,  1.27step/s, action=check_metrics, phase=1]       \u001b[A","timestamp":"2026-04-26T08:59:01.696Z"}

data: {"data":"\r  aliased_fault:  64%|██████▍   | 16/25 [00:11<00:07,  1.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:02.566Z"}

data: {"data":"\r  aliased_fault:  64%|██████▍   | 16/25 [00:12<00:07,  1.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:03.247Z"}

data: {"data":"\r  aliased_fault:  64%|██████▍   | 16/25 [00:13<00:07,  1.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:03.248Z"}

data: {"data":"\r  aliased_fault:  72%|███████▏  | 18/25 [00:13<00:05,  1.21step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:04.387Z"}

data: {"data":"\r  aliased_fault:  72%|███████▏  | 18/25 [00:14<00:05,  1.21step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:06.611Z"}

data: {"data":"\r  aliased_fault:  72%|███████▏  | 18/25 [00:16<00:05,  1.21step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:06.611Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:59:06.977Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:59:06.977Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:59:06.977Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:16<00:05,  1.08s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:06.977Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:59:07.223Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:59:07.223Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:59:07.223Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:17<00:05,  1.08s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:59:07.223Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:59:07.541Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"queue/__init__.py\"}}'","timestamp":"2026-04-26T08:59:07.541Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:59:07.541Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:17<00:05,  1.08s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:59:07.541Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:17<00:05,  1.08s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:07.839Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:17<00:05,  1.08s/step, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:59:07.839Z"}

data: {"data":"\r  aliased_fault:  96%|█████████▌| 24/25 [00:17<00:00,  1.38step/s, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:08.182Z"}

data: {"data":"\r  aliased_fault:  96%|█████████▌| 24/25 [00:18<00:00,  1.38step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:08.183Z"}

data: {"data":"\r                                                                                             \u001b[A","timestamp":"2026-04-26T08:59:08.183Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:30<01:07, 16.96s/ep, score=0.468, steps=25, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T08:59:08.183Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:30<00:52, 17.43s/ep, score=0.468, steps=25, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T08:59:08.186Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:59:08.343Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:59:08.343Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:59:08.343Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:59:08.343Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:59:08.623Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T08:59:08.623Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T08:59:08.623Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:08.623Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T08:59:09.023Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"auth\", \"parameters\": {}}'","timestamp":"2026-04-26T08:59:09.023Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T08:59:09.023Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:09.023Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:09.469Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:59:09.469Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:01<00:06,  3.12step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:10.177Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:01<00:06,  3.12step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:11.294Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:03<00:06,  3.12step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:11.879Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:03<00:06,  3.12step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T08:59:12.480Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:04<00:06,  3.12step/s, action=check_metrics, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:12.481Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:04<00:09,  1.74step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:13.353Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:05<00:09,  1.74step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:14.032Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:05<00:09,  1.74step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:14.795Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:06<00:09,  1.74step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:59:14.796Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:06<00:09,  1.54step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:15.758Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:07<00:09,  1.54step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:16.522Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:08<00:09,  1.54step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:16.523Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:08<00:08,  1.41step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:17.236Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:09<00:08,  1.41step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:59:18.202Z"}

data: {"data":"\r  severity_inversion:  52%|█████▏    | 13/25 [00:10<00:08,  1.41step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:18.202Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:10<00:07,  1.34step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:18.917Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:10<00:07,  1.34step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:19.931Z"}

data: {"data":"\r  severity_inversion:  60%|██████    | 15/25 [00:11<00:07,  1.34step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:19.932Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:11<00:06,  1.28step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:20.676Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:12<00:06,  1.28step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:21.398Z"}

data: {"data":"\r  severity_inversion:  68%|██████▊   | 17/25 [00:13<00:06,  1.28step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:21.399Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:13<00:04,  1.31step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:22.120Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:13<00:04,  1.31step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:23.544Z"}

data: {"data":"\r  severity_inversion:  76%|███████▌  | 19/25 [00:15<00:04,  1.31step/s, action=declare_root_cause, phase=1]  \u001b[A","timestamp":"2026-04-26T08:59:23.544Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:15<00:03,  1.17step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:25.676Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:59:26.075Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:59:26.075Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:59:26.075Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:17<00:03,  1.17step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:26.075Z"}

data: {"data":"\r  severity_inversion:  84%|████████▍ | 21/25 [00:17<00:03,  1.17step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:59:26.075Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:59:26.356Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:59:26.356Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:59:26.356Z"}

data: {"data":"\r  severity_inversion:  92%|█████████▏| 23/25 [00:17<00:01,  1.02step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:26.356Z"}

data: {"data":"\r  severity_inversion:  92%|█████████▏| 23/25 [00:18<00:01,  1.02step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:59:26.820Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:59:26.820Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"orders/deployment/f8c9b13/config_changes.txt\"}}'","timestamp":"2026-04-26T08:59:26.820Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:59:26.820Z"}

data: {"data":"\r  severity_inversion:  92%|█████████▏| 23/25 [00:18<00:01,  1.02step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:26.821Z"}

data: {"data":"\r                                                                                                  \u001b[A","timestamp":"2026-04-26T08:59:26.821Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:48<00:52, 17.43s/ep, score=0.585, steps=25, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:59:26.821Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:48<00:35, 17.84s/ep, score=0.585, steps=25, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T08:59:26.824Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T08:59:27.064Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T08:59:27.064Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T08:59:27.064Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:59:27.064Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T08:59:27.629Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T08:59:27.629Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T08:59:27.629Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:27.629Z"}

data: {"data":"[LLM] step=3 valid_actions_count=52","timestamp":"2026-04-26T08:59:28.034Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\", \"parameters\": {}}'","timestamp":"2026-04-26T08:59:28.034Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T08:59:28.034Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T08:59:28.034Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:28.034Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.48step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:28.449Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.48step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:59:28.924Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.48step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:29.462Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.48step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:29.462Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:02<00:08,  2.24step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:30.885Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:04<00:08,  2.24step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:59:32.301Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:05<00:08,  2.24step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:36.182Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:09<00:08,  2.24step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:36.183Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:09<00:20,  1.27s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:36.555Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T08:59:36.555Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T08:59:36.555Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T08:59:36.555Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T08:59:36.801Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T08:59:36.801Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T08:59:36.801Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:09<00:20,  1.27s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T08:59:36.801Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T08:59:37.126Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/__init__.py\"}}'","timestamp":"2026-04-26T08:59:37.126Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T08:59:37.126Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:09<00:20,  1.27s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T08:59:37.126Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:10<00:20,  1.27s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:37.394Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:10<00:20,  1.27s/step, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T08:59:37.394Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:10<00:09,  1.22step/s, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:37.885Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:11<00:09,  1.22step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:40.069Z"}

data: {"data":"\r  confidence_inversion:  52%|█████▏    | 13/25 [00:13<00:09,  1.22step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T08:59:40.070Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T08:59:40.070Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [02:02<00:35, 17.84s/ep, score=0.710, steps=15, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:59:40.070Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:02<00:16, 16.34s/ep, score=0.710, steps=15, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T08:59:40.074Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T08:59:40.232Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T08:59:40.232Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T08:59:40.232Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T08:59:40.232Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T08:59:40.526Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:api_gateway\", \"parameters\": {}}'","timestamp":"2026-04-26T08:59:40.526Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T08:59:40.526Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:40.526Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T08:59:40.957Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"parameters\": {}, \"target_service\": \"api_gateway\"}'","timestamp":"2026-04-26T08:59:40.957Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=api_gateway","timestamp":"2026-04-26T08:59:40.957Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:40.957Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:41.432Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T08:59:41.433Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:07,  2.94step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:41.901Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:07,  2.94step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:42.418Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:07,  2.94step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:42.955Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:07,  2.94step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:42.956Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:02<00:07,  2.34step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:43.568Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:03<00:07,  2.34step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:44.245Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:04<00:07,  2.34step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:44.986Z"}

data: {"data":"\r  info_ordering:  28%|██▊       | 7/25 [00:04<00:07,  2.34step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:44.987Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:04<00:07,  1.88step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:46.296Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:06<00:07,  1.88step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:47.105Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:07<00:07,  1.88step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T08:59:47.106Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:07<00:08,  1.46step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:48.060Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:07<00:08,  1.46step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:48.881Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:08<00:08,  1.46step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:48.881Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:08<00:08,  1.34step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:49.720Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:09<00:08,  1.34step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:51.078Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:11<00:08,  1.34step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:51.078Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:11<00:07,  1.18step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:51.865Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:11<00:07,  1.18step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:52.647Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:12<00:07,  1.18step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:52.648Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:12<00:05,  1.21step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:53.880Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:13<00:05,  1.21step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T08:59:55.151Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:15<00:05,  1.21step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:55.152Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:15<00:04,  1.05step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:56.332Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:16<00:04,  1.05step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:57.019Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:16<00:04,  1.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:57.019Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:16<00:02,  1.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T08:59:58.278Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:18<00:02,  1.05step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:02.390Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:22<00:02,  1.05step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:02.391Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:00:02.764Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:00:02.764Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:00:02.764Z"}

data: {"data":"\r  info_ordering:  96%|█████████▌| 24/25 [00:22<00:01,  1.47s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:02.764Z"}

data: {"data":"\r  info_ordering:  96%|█████████▌| 24/25 [00:22<00:01,  1.47s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:00:02.764Z"}

data: {"data":"\r                                                                                               \u001b[A","timestamp":"2026-04-26T09:00:02.765Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:24<00:16, 16.34s/ep, score=0.460, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T09:00:02.765Z"}

data: {"data":"\rpool=C: 100%|██████████| 8/8 [02:24<00:00, 18.36s/ep, score=0.460, steps=25, task=info_ordering]\u001b[A\rpool=C: 100%|██████████| 8/8 [02:24<00:00, 18.09s/ep, score=0.460, steps=25, task=info_ordering]","timestamp":"2026-04-26T09:00:02.765Z"}

data: {"data":"","timestamp":"2026-04-26T09:00:02.766Z"}

data: {"data":"\rclaim2 — r_cross ablation:  50%|█████     | 2/4 [06:52<07:16, 218.41s/claim]\u001b[A","timestamp":"2026-04-26T09:00:02.766Z"}

data: {"data":"\rclaim3 — convergence proxy:  50%|█████     | 2/4 [06:52<07:16, 218.41s/claim]\u001b[A","timestamp":"2026-04-26T09:00:02.766Z"}

data: {"data":"\rpool=C:   0%|          | 0/8 [00:00<?, ?ep/s]\u001b[A","timestamp":"2026-04-26T09:00:02.768Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:00:02.927Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:00:02.927Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T09:00:02.927Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:00:02.927Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:00:03.200Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:orders\", \"parameters\": {}}'","timestamp":"2026-04-26T09:00:03.200Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T09:00:03.200Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:03.200Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:00:03.803Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T09:00:03.803Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T09:00:03.803Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:03.803Z"}

data: {"data":"\r  memory_leak:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:00:03.804Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:07,  2.90step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:04.203Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:07,  2.90step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:04.631Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:01<00:07,  2.90step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:05.112Z"}

data: {"data":"\r  memory_leak:  12%|█▏        | 3/25 [00:02<00:07,  2.90step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:00:05.112Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:02<00:07,  2.51step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:05.817Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:03<00:07,  2.51step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:08.450Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:00:09.037Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:00:09.037Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:00:09.037Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:05<00:07,  2.51step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:00:09.037Z"}

data: {"data":"\r  memory_leak:  24%|██▍       | 6/25 [00:06<00:07,  2.51step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:00:09.037Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:00:09.287Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:00:09.287Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:00:09.287Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:13,  1.23step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:00:09.287Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:00:09.628Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"orders/orders_service.py\"}}'","timestamp":"2026-04-26T09:00:09.628Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:00:09.628Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:13,  1.23step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:00:09.628Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:06<00:13,  1.23step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:00:10.165Z"}

data: {"data":"\r  memory_leak:  36%|███▌      | 9/25 [00:07<00:13,  1.23step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:00:10.166Z"}

data: {"data":"\r  memory_leak:  48%|████▊     | 12/25 [00:07<00:08,  1.56step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:00:10.702Z"}

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data: {"data":"\r                                                                                               \u001b[A","timestamp":"2026-04-26T09:00:15.269Z"}

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data: {"data":"\r                                                                                                     \u001b[A","timestamp":"2026-04-26T09:00:33.957Z"}

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data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T09:00:52.194Z"}

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data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:00:52.357Z"}

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data: {"data":"\r  circuit_breaker_noop:  76%|███████▌  | 19/25 [00:13<00:04,  1.44step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:05.576Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:13<00:02,  1.38step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:07.636Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:01:08.012Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:01:08.012Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:01:08.012Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:15<00:02,  1.38step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:08.012Z"}

data: {"data":"\r  circuit_breaker_noop:  84%|████████▍ | 21/25 [00:15<00:02,  1.38step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:01:08.012Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:01:08.264Z"}

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data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:01:08.264Z"}

data: {"data":"\r  circuit_breaker_noop:  92%|█████████▏| 23/25 [00:15<00:01,  1.15step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:08.264Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:01:08.659Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"d2b9c11 orders/payment.py\"}}'","timestamp":"2026-04-26T09:01:08.659Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:01:08.659Z"}

data: {"data":"\r  circuit_breaker_noop:  92%|█████████▏| 23/25 [00:16<00:01,  1.15step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:01:08.659Z"}

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data: {"data":"\r                                                                                                    \u001b[A","timestamp":"2026-04-26T09:01:08.660Z"}

data: {"data":"\rpool=C:  38%|███▊      | 3/8 [01:05<01:25, 17.10s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T09:01:08.660Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:05<01:07, 16.85s/ep, score=0.000, steps=25, task=circuit_breaker_noop]\u001b[A","timestamp":"2026-04-26T09:01:08.664Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T09:01:08.826Z"}

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data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:01:08.826Z"}

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data: {"data":"[LLM] step=2 valid_actions_count=54","timestamp":"2026-04-26T09:01:09.112Z"}

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data: {"data":"[LLM] step=2 → action_type=check_metrics target=orders","timestamp":"2026-04-26T09:01:09.112Z"}

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data: {"data":"[LLM] step=3 valid_actions_count=54","timestamp":"2026-04-26T09:01:09.732Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"orders\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T09:01:09.732Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=orders","timestamp":"2026-04-26T09:01:09.732Z"}

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data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:01<00:07,  2.80step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:10.286Z"}

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data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:02<00:07,  2.80step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:11.373Z"}

data: {"data":"\r  aliased_fault:  12%|█▏        | 3/25 [00:02<00:07,  2.80step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:01:11.373Z"}

data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:02<00:08,  2.13step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:11.885Z"}

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data: {"data":"\r  aliased_fault:  24%|██▍       | 6/25 [00:03<00:08,  2.13step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:13.045Z"}

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data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:04<00:08,  1.96step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:13.698Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:05<00:08,  1.96step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:14.343Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:05<00:08,  1.96step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T09:01:15.059Z"}

data: {"data":"\r  aliased_fault:  36%|███▌      | 9/25 [00:06<00:08,  1.96step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:15.060Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:06<00:07,  1.74step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:15.742Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:07<00:07,  1.74step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T09:01:16.427Z"}

data: {"data":"\r  aliased_fault:  48%|████▊     | 12/25 [00:07<00:07,  1.74step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:16.428Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:07<00:06,  1.66step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:17.308Z"}

data: {"data":"\r  aliased_fault:  56%|█████▌    | 14/25 [00:08<00:06,  1.66step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T09:01:18.010Z"}

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data: {"data":"\r  aliased_fault:  64%|██████▍   | 16/25 [00:10<00:05,  1.52step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:19.734Z"}

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data: {"data":"\r  aliased_fault:  72%|███████▏  | 18/25 [00:11<00:05,  1.40step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:20.678Z"}

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data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:12<00:03,  1.32step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:22.717Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:14<00:03,  1.32step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:24.779Z"}

data: {"data":"\r  aliased_fault:  80%|████████  | 20/25 [00:16<00:03,  1.32step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:24.780Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:01:25.147Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:01:25.147Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:01:25.147Z"}

data: {"data":"\r  aliased_fault:  88%|████████▊ | 22/25 [00:16<00:03,  1.02s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:25.147Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:01:25.393Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:01:25.393Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:01:25.393Z"}

data: {"data":"\r  aliased_fault:  88%|████████▊ | 22/25 [00:16<00:03,  1.02s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:01:25.393Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:01:25.713Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"queue/__init__.py\"}}'","timestamp":"2026-04-26T09:01:25.713Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:01:25.713Z"}

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data: {"data":"\r                                                                                             \u001b[A","timestamp":"2026-04-26T09:01:25.714Z"}

data: {"data":"\rpool=C:  50%|█████     | 4/8 [01:22<01:07, 16.85s/ep, score=0.460, steps=25, task=aliased_fault]       \u001b[A","timestamp":"2026-04-26T09:01:25.714Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:22<00:50, 16.92s/ep, score=0.460, steps=25, task=aliased_fault]\u001b[A","timestamp":"2026-04-26T09:01:25.717Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:01:25.875Z"}

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data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:01:25.875Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:01:26.157Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T09:01:26.157Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T09:01:26.157Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:26.157Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:01:26.563Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"auth\", \"parameters\": {}}'","timestamp":"2026-04-26T09:01:26.563Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T09:01:26.563Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:26.563Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:26.984Z"}

data: {"data":"\r  severity_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T09:01:26.985Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:01<00:06,  3.16step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:27.668Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:01<00:06,  3.16step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:01:28.201Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:02<00:06,  3.16step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:28.751Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:03<00:06,  3.16step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:01:29.648Z"}

data: {"data":"\r  severity_inversion:  16%|█▌        | 4/25 [00:03<00:06,  3.16step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:29.648Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:03<00:08,  1.91step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:31.735Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:01:32.105Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:01:32.105Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:01:32.105Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:06<00:08,  1.91step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:32.105Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:01:32.386Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:01:32.386Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:01:32.386Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:06<00:08,  1.91step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:01:32.386Z"}

data: {"data":"\r  severity_inversion:  32%|███▏      | 8/25 [00:06<00:08,  1.91step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:01:32.386Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:01:32.711Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/config.py\"}}'","timestamp":"2026-04-26T09:01:32.711Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:01:32.711Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:06<00:09,  1.49step/s, action=list_dir, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:32.711Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:06<00:09,  1.49step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:33.217Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:07<00:09,  1.49step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:33.709Z"}

data: {"data":"\r  severity_inversion:  44%|████▍     | 11/25 [00:07<00:09,  1.49step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:33.710Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:07<00:06,  1.69step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:34.201Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:08<00:06,  1.69step/s, action=search_code, phase=2]  \u001b[A","timestamp":"2026-04-26T09:01:34.718Z"}

data: {"data":"\r  severity_inversion:  56%|█████▌    | 14/25 [00:09<00:06,  1.69step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:34.718Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:09<00:05,  1.76step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:35.077Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:09<00:05,  1.76step/s, action=read_file, phase=2]  \u001b[A","timestamp":"2026-04-26T09:01:35.641Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:09<00:05,  1.76step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:37.287Z"}

data: {"data":"\r  severity_inversion:  64%|██████▍   | 16/25 [00:11<00:05,  1.76step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:37.287Z"}

data: {"data":"\r                                                                                                      \u001b[A","timestamp":"2026-04-26T09:01:37.288Z"}

data: {"data":"\rpool=C:  62%|██████▎   | 5/8 [01:34<00:50, 16.92s/ep, score=0.491, steps=19, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T09:01:37.288Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:34<00:30, 15.10s/ep, score=0.491, steps=19, task=severity_inversion]\u001b[A","timestamp":"2026-04-26T09:01:37.290Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:01:37.529Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:01:37.529Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T09:01:37.529Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:01:37.529Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:01:37.817Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:01:37.817Z"}

data: {"data":"[LLM] step=2 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T09:01:37.817Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:37.817Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:01:38.453Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"OOM\", \"limit\": 20}}'","timestamp":"2026-04-26T09:01:38.453Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=payment","timestamp":"2026-04-26T09:01:38.453Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:38.453Z"}

data: {"data":"\r  confidence_inversion:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T09:01:38.453Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.58step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:39.179Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:01<00:08,  2.58step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:39.655Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.58step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:40.189Z"}

data: {"data":"\r  confidence_inversion:  12%|█▏        | 3/25 [00:02<00:08,  2.58step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:40.190Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:02<00:09,  2.00step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:40.784Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:03<00:09,  2.00step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:41.504Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:04<00:09,  2.00step/s, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T09:01:42.735Z"}

data: {"data":"\r  confidence_inversion:  24%|██▍       | 6/25 [00:05<00:09,  2.00step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:42.736Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:05<00:10,  1.52step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:44.923Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:01:45.291Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:01:45.291Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:01:45.291Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:07<00:10,  1.52step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:45.291Z"}

data: {"data":"\r  confidence_inversion:  36%|███▌      | 9/25 [00:08<00:10,  1.52step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:01:45.292Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:01:45.539Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:01:45.539Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:01:45.539Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:08<00:11,  1.18step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:45.539Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:01:45.830Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"payment/conf.py\"}}'","timestamp":"2026-04-26T09:01:45.830Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:01:45.830Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:08<00:11,  1.18step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:01:45.830Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:08<00:11,  1.18step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:46.128Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:08<00:11,  1.18step/s, action=list_dir, phase=2] \u001b[A","timestamp":"2026-04-26T09:01:46.470Z"}

data: {"data":"\r  confidence_inversion:  44%|████▍     | 11/25 [00:09<00:11,  1.18step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:46.471Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:09<00:05,  1.69step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:47.002Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:09<00:05,  1.69step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:47.551Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:10<00:05,  1.69step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:49.178Z"}

data: {"data":"\r  confidence_inversion:  60%|██████    | 15/25 [00:11<00:05,  1.69step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T09:01:49.179Z"}

data: {"data":"\r                                                                                                        \u001b[A","timestamp":"2026-04-26T09:01:49.179Z"}

data: {"data":"\rpool=C:  75%|███████▌  | 6/8 [01:46<00:30, 15.10s/ep, score=0.578, steps=18, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T09:01:49.179Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [01:46<00:14, 14.05s/ep, score=0.578, steps=18, task=confidence_inversion]\u001b[A","timestamp":"2026-04-26T09:01:49.182Z"}

data: {"data":"[LLM] step=1 valid_actions_count=55","timestamp":"2026-04-26T09:01:49.342Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T09:01:49.342Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:01:49.342Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:01:49.342Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:49.638Z"}

data: {"data":"[LLM] step=2 valid_actions_count=55","timestamp":"2026-04-26T09:01:49.638Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics:api_gateway\", \"parameters\": {}}'","timestamp":"2026-04-26T09:01:49.638Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=api_gateway","timestamp":"2026-04-26T09:01:49.638Z"}

data: {"data":"[LLM] step=3 valid_actions_count=55","timestamp":"2026-04-26T09:01:50.025Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_metrics\", \"parameters\": {}, \"target_service\": \"orders\"}'","timestamp":"2026-04-26T09:01:50.025Z"}

data: {"data":"[LLM] step=3 → action_type=check_metrics target=orders","timestamp":"2026-04-26T09:01:50.025Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:50.025Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:50.496Z"}

data: {"data":"\r  info_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:50.497Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:06,  3.04step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:51.042Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:01<00:06,  3.04step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:51.824Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:02<00:06,  3.04step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T09:01:52.829Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:03<00:06,  3.04step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:53.680Z"}

data: {"data":"\r  info_ordering:  16%|█▌        | 4/25 [00:04<00:06,  3.04step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:53.681Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:04<00:10,  1.66step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:54.366Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:05<00:10,  1.66step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:55.070Z"}

data: {"data":"\r  info_ordering:  32%|███▏      | 8/25 [00:05<00:10,  1.66step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:55.070Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:05<00:09,  1.59step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:55.794Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:06<00:09,  1.59step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:56.519Z"}

data: {"data":"\r  info_ordering:  40%|████      | 10/25 [00:07<00:09,  1.59step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T09:01:56.520Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:07<00:08,  1.52step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:57.267Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:08<00:08,  1.52step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:58.112Z"}

data: {"data":"\r  info_ordering:  48%|████▊     | 12/25 [00:08<00:08,  1.52step/s, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T09:01:58.112Z"}

data: {"data":"\r  info_ordering:  56%|█████▌    | 14/25 [00:08<00:07,  1.43step/s, action=rollback_deploy, phase=1]\u001b[A","timestamp":"2026-04-26T09:01:58.762Z"}

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data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:10<00:06,  1.46step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:00.824Z"}

data: {"data":"\r  info_ordering:  64%|██████▍   | 16/25 [00:11<00:06,  1.46step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:00.824Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:11<00:04,  1.45step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:01.555Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:12<00:04,  1.45step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:02.302Z"}

data: {"data":"\r  info_ordering:  72%|███████▏  | 18/25 [00:13<00:04,  1.45step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:02.303Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:13<00:03,  1.42step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:03.572Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:14<00:03,  1.42step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:07.572Z"}

data: {"data":"\r  info_ordering:  80%|████████  | 20/25 [00:18<00:03,  1.42step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:07.573Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:02:07.951Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:02:07.951Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:02:07.951Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:18<00:03,  1.28s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:07.951Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:02:08.206Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:02:08.206Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:02:08.206Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:18<00:03,  1.28s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:02:08.206Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:02:08.540Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"shared/config.py\"}}'","timestamp":"2026-04-26T09:02:08.540Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:02:08.540Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:19<00:03,  1.28s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:02:08.540Z"}

data: {"data":"\r  info_ordering:  88%|████████▊ | 22/25 [00:19<00:03,  1.28s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:08.540Z"}

data: {"data":"\r                                                                                             \u001b[A","timestamp":"2026-04-26T09:02:08.541Z"}

data: {"data":"\rpool=C:  88%|████████▊ | 7/8 [02:05<00:14, 14.05s/ep, score=0.460, steps=25, task=info_ordering]       \u001b[A","timestamp":"2026-04-26T09:02:08.541Z"}

data: {"data":"\rpool=C: 100%|██████████| 8/8 [02:05<00:00, 15.74s/ep, score=0.460, steps=25, task=info_ordering]\u001b[A\rpool=C: 100%|██████████| 8/8 [02:05<00:00, 15.72s/ep, score=0.460, steps=25, task=info_ordering]","timestamp":"2026-04-26T09:02:08.541Z"}

data: {"data":"","timestamp":"2026-04-26T09:02:08.541Z"}

data: {"data":"\rclaim3 — convergence proxy:  75%|███████▌  | 3/4 [08:57<02:56, 176.11s/claim]\u001b[A","timestamp":"2026-04-26T09:02:08.541Z"}

data: {"data":"\rclaim4 — held-out (Pool D):  75%|███████▌  | 3/4 [08:57<02:56, 176.11s/claim]\u001b[A","timestamp":"2026-04-26T09:02:08.541Z"}

data: {"data":"\rpool=D:   0%|          | 0/8 [00:00<?, ?ep/s]\u001b[A","timestamp":"2026-04-26T09:02:08.544Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:02:08.706Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T09:02:08.706Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:02:08.706Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:02:08.706Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:02:08.994Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T09:02:08.995Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T09:02:08.995Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:08.995Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:02:09.639Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T09:02:09.639Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T09:02:09.639Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:09.639Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:02:09.639Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:01<00:08,  2.74step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:10.646Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:08,  2.74step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:11.441Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:08,  2.74step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:11.958Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:03<00:08,  2.74step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:02:11.959Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:03<00:11,  1.65step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:13.463Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:04<00:11,  1.65step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:15.494Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:06<00:11,  1.65step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:15.495Z"}

data: {"data":"\r  heldout_aliased_severity:  32%|███▏      | 8/25 [00:06<00:17,  1.02s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:15.863Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:02:15.863Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:02:15.863Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:02:15.863Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:02:16.111Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:02:16.111Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:02:16.111Z"}

data: {"data":"\r  heldout_aliased_severity:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:02:16.111Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:02:16.403Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth/token.py\"}}'","timestamp":"2026-04-26T09:02:16.403Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:02:16.403Z"}

data: {"data":"\r  heldout_aliased_severity:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:02:16.403Z"}

data: {"data":"\r  heldout_aliased_severity:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:16.905Z"}

data: {"data":"\r  heldout_aliased_severity:  32%|███▏      | 8/25 [00:08<00:17,  1.02s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:16.905Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:08<00:08,  1.46step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:17.396Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:08<00:08,  1.46step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:17.921Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:09<00:08,  1.46step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:17.921Z"}

data: {"data":"\r  heldout_aliased_severity:  56%|█████▌    | 14/25 [00:09<00:07,  1.57step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:18.454Z"}

data: {"data":"\r  heldout_aliased_severity:  56%|█████▌    | 14/25 [00:09<00:07,  1.57step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:18.809Z"}

data: {"data":"\r  heldout_aliased_severity:  56%|█████▌    | 14/25 [00:10<00:07,  1.57step/s, action=read_file, phase=2]    \u001b[A","timestamp":"2026-04-26T09:02:19.324Z"}

data: {"data":"\r  heldout_aliased_severity:  56%|█████▌    | 14/25 [00:10<00:07,  1.57step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:19.324Z"}

data: {"data":"\r  heldout_aliased_severity:  68%|██████▊   | 17/25 [00:10<00:04,  1.74step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:21.321Z"}

data: {"data":"\r  heldout_aliased_severity:  68%|██████▊   | 17/25 [00:12<00:04,  1.74step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:21.321Z"}

data: {"data":"\r                                                                                                            \u001b[A","timestamp":"2026-04-26T09:02:21.321Z"}

data: {"data":"\rpool=D:   0%|          | 0/8 [00:12<?, ?ep/s, score=0.537, steps=18, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T09:02:21.321Z"}

data: {"data":"\rpool=D:  12%|█▎        | 1/8 [00:12<01:29, 12.78s/ep, score=0.537, steps=18, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T09:02:21.324Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:02:21.564Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:02:21.564Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T09:02:21.564Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:02:21.564Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:02:21.852Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:02:21.852Z"}

data: {"data":"[LLM] step=2 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T09:02:21.852Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:21.853Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:02:22.378Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\", \"limit\": 20}}'","timestamp":"2026-04-26T09:02:22.378Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=payment","timestamp":"2026-04-26T09:02:22.378Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:22.378Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T09:02:22.379Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:07,  2.84step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:22.859Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:07,  2.84step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:23.540Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:07,  2.84step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:24.088Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:07,  2.84step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:24.089Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:02<00:09,  2.08step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:25.761Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:04<00:09,  2.08step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T09:02:27.408Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:06<00:09,  2.08step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:30.664Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:09<00:09,  2.08step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:30.665Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:02:31.035Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:02:31.035Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:02:31.035Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:09<00:20,  1.26s/step, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:31.035Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:09<00:20,  1.26s/step, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:02:31.282Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:02:31.282Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:02:31.282Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:02:31.282Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:02:31.563Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"requirements.txt\"}}'","timestamp":"2026-04-26T09:02:31.563Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:02:31.563Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:09<00:20,  1.26s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:02:31.563Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:10<00:20,  1.26s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:32.052Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:10<00:20,  1.26s/step, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:32.053Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:10<00:10,  1.20step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:32.591Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:11<00:10,  1.20step/s, action=search_code, phase=2]  \u001b[A","timestamp":"2026-04-26T09:02:32.941Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:11<00:10,  1.20step/s, action=read_file, phase=2]  \u001b[A","timestamp":"2026-04-26T09:02:34.468Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:13<00:10,  1.20step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:34.468Z"}

data: {"data":"\r                                                                                                               \u001b[A","timestamp":"2026-04-26T09:02:34.469Z"}

data: {"data":"\rpool=D:  12%|█▎        | 1/8 [00:25<01:29, 12.78s/ep, score=0.570, steps=16, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:02:34.469Z"}

data: {"data":"\rpool=D:  25%|██▌       | 2/8 [00:25<01:17, 13.00s/ep, score=0.570, steps=16, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:02:34.471Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:02:34.629Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T09:02:34.629Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:02:34.629Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:02:34.629Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:02:34.909Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T09:02:34.909Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T09:02:34.909Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:34.909Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:02:35.517Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T09:02:35.517Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T09:02:35.517Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:35.517Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:02:35.518Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:01<00:07,  2.87step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:36.066Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:01<00:07,  2.87step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:36.563Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:07,  2.87step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:37.077Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:07,  2.87step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:02:37.078Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:02<00:08,  2.22step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:37.950Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:03<00:08,  2.22step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:39.751Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:02:40.119Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:02:40.119Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:02:40.119Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:05<00:08,  2.22step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:40.119Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:05<00:08,  2.22step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:02:40.120Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:02:40.366Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:02:40.366Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:02:40.366Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:05<00:11,  1.41step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:40.366Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:05<00:11,  1.41step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:02:40.742Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:02:40.742Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"d09a4f1_auth.py\"}}'","timestamp":"2026-04-26T09:02:40.742Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:02:40.742Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:06<00:11,  1.41step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:41.257Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:06<00:11,  1.41step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:41.257Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:06<00:07,  1.73step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:41.787Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:07<00:07,  1.73step/s, action=search_code, phase=2]  \u001b[A","timestamp":"2026-04-26T09:02:42.113Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:07<00:07,  1.73step/s, action=read_file, phase=2]  \u001b[A","timestamp":"2026-04-26T09:02:42.611Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:08<00:07,  1.73step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:42.612Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:08<00:05,  1.88step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:43.190Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:08<00:05,  1.88step/s, action=search_code, phase=2]  \u001b[A","timestamp":"2026-04-26T09:02:43.672Z"}

data: {"data":"\r  heldout_aliased_severity:  60%|██████    | 15/25 [00:09<00:05,  1.88step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:43.673Z"}

data: {"data":"\r                                                                                                                \u001b[A","timestamp":"2026-04-26T09:02:43.673Z"}

data: {"data":"\rpool=D:  25%|██▌       | 2/8 [00:35<01:17, 13.00s/ep, score=0.530, steps=17, task=heldout_aliased_severity]   \u001b[A","timestamp":"2026-04-26T09:02:43.673Z"}

data: {"data":"\rpool=D:  38%|███▊      | 3/8 [00:35<00:56, 11.26s/ep, score=0.530, steps=17, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T09:02:43.676Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:02:43.922Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:02:43.922Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:02:43.922Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T09:02:43.922Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:02:44.534Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T09:02:44.534Z"}

data: {"data":"[LLM] step=2 → action_type=query_logs target=payment","timestamp":"2026-04-26T09:02:44.534Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:44.534Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:02:44.883Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:02:44.883Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T09:02:44.883Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:02:44.883Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:44.884Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:08,  2.48step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:45.942Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:08,  2.48step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:46.587Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:08,  2.48step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:02:48.424Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:04<00:08,  2.48step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:48.425Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:04<00:16,  1.16step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:50.658Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:02:51.047Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:02:51.047Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:02:51.047Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:06<00:16,  1.16step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:51.047Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:07<00:16,  1.16step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:02:51.048Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:51.302Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:02:51.302Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:02:51.302Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:02:51.302Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:02:51.612Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:02:51.612Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"shared-serializer.py\"}}'","timestamp":"2026-04-26T09:02:51.612Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:02:51.612Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:07<00:17,  1.02s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:52.256Z"}

data: {"data":"\r  heldout_confidence_ordering:  32%|███▏      | 8/25 [00:08<00:17,  1.02s/step, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:52.256Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:08<00:10,  1.33step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:52.782Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:09<00:10,  1.33step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:53.200Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:09<00:10,  1.33step/s, action=get_git_log, phase=2]  \u001b[A","timestamp":"2026-04-26T09:02:53.729Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:10<00:10,  1.33step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:53.729Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:10<00:07,  1.53step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:54.091Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:10<00:07,  1.53step/s, action=read_file, phase=2]    \u001b[A","timestamp":"2026-04-26T09:02:54.566Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:10<00:07,  1.53step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:55.669Z"}

data: {"data":"\r  heldout_confidence_ordering:  56%|█████▌    | 14/25 [00:11<00:07,  1.53step/s, action=propose_patch, phase=2]\u001b[A","timestamp":"2026-04-26T09:02:55.670Z"}

data: {"data":"\r                                                                                                               \u001b[A","timestamp":"2026-04-26T09:02:55.670Z"}

data: {"data":"\rpool=D:  38%|███▊      | 3/8 [00:47<00:56, 11.26s/ep, score=0.700, steps=17, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:02:55.670Z"}

data: {"data":"\rpool=D:  50%|█████     | 4/8 [00:47<00:46, 11.55s/ep, score=0.700, steps=17, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:02:55.673Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:02:55.831Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T09:02:55.831Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:02:55.831Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:02:55.831Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:02:56.117Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T09:02:56.117Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T09:02:56.117Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:56.117Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:02:56.551Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"auth\", \"parameters\": {}}'","timestamp":"2026-04-26T09:02:56.551Z"}

data: {"data":"[LLM] step=3 → action_type=check_dependencies target=auth","timestamp":"2026-04-26T09:02:56.551Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:56.551Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:57.017Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:57.018Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:01<00:07,  2.98step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:57.806Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:02<00:07,  2.98step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T09:02:58.452Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:02<00:07,  2.98step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:59.093Z"}

data: {"data":"\r  heldout_aliased_severity:  16%|█▌        | 4/25 [00:03<00:07,  2.98step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:59.094Z"}

data: {"data":"\r  heldout_aliased_severity:  28%|██▊       | 7/25 [00:03<00:09,  1.92step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:02:59.701Z"}

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data: {"data":"\r  heldout_aliased_severity:  64%|██████▍   | 16/25 [00:12<00:07,  1.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:08.715Z"}

data: {"data":"\r  heldout_aliased_severity:  64%|██████▍   | 16/25 [00:13<00:07,  1.18step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:03:08.715Z"}

data: {"data":"\r  heldout_aliased_severity:  72%|███████▏  | 18/25 [00:13<00:06,  1.17step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:09.754Z"}

data: {"data":"\r  heldout_aliased_severity:  72%|███████▏  | 18/25 [00:14<00:06,  1.17step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:11.085Z"}

data: {"data":"\r  heldout_aliased_severity:  72%|███████▏  | 18/25 [00:15<00:06,  1.17step/s, action=check_metrics, phase=1]     \u001b[A","timestamp":"2026-04-26T09:03:11.085Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:15<00:04,  1.05step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:12.092Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:16<00:04,  1.05step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:03:13.124Z"}

data: {"data":"\r  heldout_aliased_severity:  80%|████████  | 20/25 [00:17<00:04,  1.05step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:13.124Z"}

data: {"data":"\r  heldout_aliased_severity:  88%|████████▊ | 22/25 [00:17<00:02,  1.03step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:14.243Z"}

data: {"data":"\r  heldout_aliased_severity:  88%|████████▊ | 22/25 [00:18<00:02,  1.03step/s, action=rollback_deploy, phase=1]     \u001b[A","timestamp":"2026-04-26T09:03:14.985Z"}

data: {"data":"\r  heldout_aliased_severity:  88%|████████▊ | 22/25 [00:19<00:02,  1.03step/s, action=restart_service, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:14.986Z"}

data: {"data":"\r  heldout_aliased_severity:  96%|█████████▌| 24/25 [00:19<00:00,  1.04step/s, action=restart_service, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:15.681Z"}

data: {"data":"\r  heldout_aliased_severity:  96%|█████████▌| 24/25 [00:20<00:00,  1.04step/s, action=check_metrics, phase=1]  \u001b[A","timestamp":"2026-04-26T09:03:15.682Z"}

data: {"data":"\r                                                                                                            \u001b[A","timestamp":"2026-04-26T09:03:15.683Z"}

data: {"data":"\rpool=D:  50%|█████     | 4/8 [01:07<00:46, 11.55s/ep, score=0.460, steps=25, task=heldout_aliased_severity]   \u001b[A","timestamp":"2026-04-26T09:03:15.683Z"}

data: {"data":"\rpool=D:  62%|██████▎   | 5/8 [01:07<00:43, 14.60s/ep, score=0.460, steps=25, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T09:03:15.685Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:03:15.926Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:03:15.926Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T09:03:15.926Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:03:15.926Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:03:16.220Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:03:16.220Z"}

data: {"data":"[LLM] step=2 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T09:03:16.220Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:16.220Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:03:16.653Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T09:03:16.653Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=payment","timestamp":"2026-04-26T09:03:16.653Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:16.653Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T09:03:17.130Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:17.131Z"}

data: {"data":"\r  heldout_confidence_ordering:  16%|█▌        | 4/25 [00:01<00:07,  2.77step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:18.064Z"}

data: {"data":"\r  heldout_confidence_ordering:  16%|█▌        | 4/25 [00:02<00:07,  2.77step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:18.612Z"}

data: {"data":"\r  heldout_confidence_ordering:  16%|█▌        | 4/25 [00:02<00:07,  2.77step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:19.211Z"}

data: {"data":"\r  heldout_confidence_ordering:  16%|█▌        | 4/25 [00:03<00:07,  2.77step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:19.211Z"}

data: {"data":"\r  heldout_confidence_ordering:  28%|██▊       | 7/25 [00:03<00:09,  1.88step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:19.876Z"}

data: {"data":"\r  heldout_confidence_ordering:  28%|██▊       | 7/25 [00:04<00:09,  1.88step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:20.597Z"}

data: {"data":"\r  heldout_confidence_ordering:  28%|██▊       | 7/25 [00:04<00:09,  1.88step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:20.597Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:04<00:09,  1.71step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:21.669Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:05<00:09,  1.71step/s, action=declare_no_change, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:22.473Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:06<00:09,  1.71step/s, action=check_metrics, phase=1]    \u001b[A","timestamp":"2026-04-26T09:03:22.474Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:06<00:09,  1.43step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:23.860Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:08<00:09,  1.43step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:24.665Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:08<00:09,  1.43step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:24.666Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:08<00:09,  1.21step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:25.472Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:09<00:09,  1.21step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:26.269Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:10<00:09,  1.21step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:26.269Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:10<00:08,  1.22step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:26.991Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:11<00:08,  1.22step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:27.709Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:12<00:08,  1.22step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:27.710Z"}

data: {"data":"\r  heldout_confidence_ordering:  68%|██████▊   | 17/25 [00:12<00:06,  1.27step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:28.575Z"}

data: {"data":"\r  heldout_confidence_ordering:  68%|██████▊   | 17/25 [00:12<00:06,  1.27step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:29.926Z"}

data: {"data":"\r  heldout_confidence_ordering:  68%|██████▊   | 17/25 [00:14<00:06,  1.27step/s, action=query_logs, phase=1]          \u001b[A","timestamp":"2026-04-26T09:03:29.927Z"}

data: {"data":"\r  heldout_confidence_ordering:  76%|███████▌  | 19/25 [00:14<00:05,  1.13step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:30.542Z"}

data: {"data":"\r  heldout_confidence_ordering:  76%|███████▌  | 19/25 [00:14<00:05,  1.13step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:32.069Z"}

data: {"data":"\r  heldout_confidence_ordering:  76%|███████▌  | 19/25 [00:16<00:05,  1.13step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:32.069Z"}

data: {"data":"\r  heldout_confidence_ordering:  84%|████████▍ | 21/25 [00:16<00:03,  1.06step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:34.420Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:03:34.788Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:03:34.788Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:03:34.788Z"}

data: {"data":"\r  heldout_confidence_ordering:  84%|████████▍ | 21/25 [00:18<00:03,  1.06step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:34.788Z"}

data: {"data":"\r  heldout_confidence_ordering:  84%|████████▍ | 21/25 [00:19<00:03,  1.06step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:03:34.788Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:03:35.035Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:03:35.035Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:03:35.035Z"}

data: {"data":"\r  heldout_confidence_ordering:  92%|█████████▏| 23/25 [00:19<00:02,  1.07s/step, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:35.035Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:03:35.345Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"requirements.txt\"}}'","timestamp":"2026-04-26T09:03:35.345Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:03:35.345Z"}

data: {"data":"\r  heldout_confidence_ordering:  92%|█████████▏| 23/25 [00:19<00:02,  1.07s/step, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:03:35.345Z"}

data: {"data":"\r  heldout_confidence_ordering:  92%|█████████▏| 23/25 [00:19<00:02,  1.07s/step, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:35.346Z"}

data: {"data":"\r                                                                                                           \u001b[A","timestamp":"2026-04-26T09:03:35.346Z"}

data: {"data":"\rpool=D:  62%|██████▎   | 5/8 [01:26<00:43, 14.60s/ep, score=0.585, steps=25, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:03:35.347Z"}

data: {"data":"\rpool=D:  75%|███████▌  | 6/8 [01:26<00:32, 16.32s/ep, score=0.585, steps=25, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:03:35.349Z"}

data: {"data":"[LLM] step=1 valid_actions_count=54","timestamp":"2026-04-26T09:03:35.538Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"view_alerts\"}'","timestamp":"2026-04-26T09:03:35.538Z"}

data: {"data":"[LLM] step=1 → action_type=view_alerts target=None","timestamp":"2026-04-26T09:03:35.538Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:03:35.538Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:03:35.849Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"auth\"}'","timestamp":"2026-04-26T09:03:35.849Z"}

data: {"data":"[LLM] step=2 → action_type=check_metrics target=auth","timestamp":"2026-04-26T09:03:35.849Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=view_alerts, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:35.849Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:03:36.487Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"auth\", \"parameters\": {\"level\": \"ERROR\", \"keyword\": \"\", \"limit\": 20}}'","timestamp":"2026-04-26T09:03:36.487Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=auth","timestamp":"2026-04-26T09:03:36.487Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:36.487Z"}

data: {"data":"\r  heldout_aliased_severity:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:03:36.487Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:01<00:08,  2.64step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:37.223Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:01<00:08,  2.64step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:37.723Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:08,  2.64step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:38.243Z"}

data: {"data":"\r  heldout_aliased_severity:  12%|█▏        | 3/25 [00:02<00:08,  2.64step/s, action=run_health_check, phase=1]    \u001b[A","timestamp":"2026-04-26T09:03:38.244Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:02<00:09,  2.00step/s, action=run_health_check, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:39.717Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:04<00:09,  2.00step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:41.624Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:06<00:09,  2.00step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:41.997Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:03:41.997Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:03:41.997Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:03:41.997Z"}

data: {"data":"\r  heldout_aliased_severity:  24%|██▍       | 6/25 [00:06<00:09,  2.00step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:03:41.998Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:03:42.246Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:03:42.246Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:03:42.246Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:06<00:13,  1.19step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:42.246Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:06<00:13,  1.19step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:03:42.531Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:03:42.531Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"auth.py\"}}'","timestamp":"2026-04-26T09:03:42.531Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:03:42.531Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:07<00:13,  1.19step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:43.067Z"}

data: {"data":"\r  heldout_aliased_severity:  36%|███▌      | 9/25 [00:07<00:13,  1.19step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:43.067Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:07<00:08,  1.54step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:43.577Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:08<00:08,  1.54step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:44.075Z"}

data: {"data":"\r  heldout_aliased_severity:  48%|████▊     | 12/25 [00:08<00:08,  1.54step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:44.076Z"}

data: {"data":"\r                                                                                                                \u001b[A","timestamp":"2026-04-26T09:03:44.076Z"}

data: {"data":"\rpool=D:  75%|███████▌  | 6/8 [01:35<00:32, 16.32s/ep, score=0.557, steps=14, task=heldout_aliased_severity]   \u001b[A","timestamp":"2026-04-26T09:03:44.076Z"}

data: {"data":"\rpool=D:  88%|████████▊ | 7/8 [01:35<00:13, 13.84s/ep, score=0.557, steps=14, task=heldout_aliased_severity]\u001b[A","timestamp":"2026-04-26T09:03:44.079Z"}

data: {"data":"[LLM] step=1 valid_actions_count=53","timestamp":"2026-04-26T09:03:44.319Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"check_metrics\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:03:44.319Z"}

data: {"data":"[LLM] step=1 → action_type=check_metrics target=payment","timestamp":"2026-04-26T09:03:44.319Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s]\u001b[A","timestamp":"2026-04-26T09:03:44.319Z"}

data: {"data":"[LLM] step=2 valid_actions_count=53","timestamp":"2026-04-26T09:03:44.638Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"check_dependencies\", \"target_service\": \"payment\"}'","timestamp":"2026-04-26T09:03:44.638Z"}

data: {"data":"[LLM] step=2 → action_type=check_dependencies target=payment","timestamp":"2026-04-26T09:03:44.638Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:44.638Z"}

data: {"data":"[LLM] step=3 valid_actions_count=53","timestamp":"2026-04-26T09:03:45.096Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"query_logs\", \"target_service\": \"payment\", \"parameters\": {\"level\": \"ERROR\"}}'","timestamp":"2026-04-26T09:03:45.096Z"}

data: {"data":"[LLM] step=3 → action_type=query_logs target=payment","timestamp":"2026-04-26T09:03:45.096Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:00<?, ?step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:45.096Z"}

data: {"data":"\r  heldout_confidence_ordering:   0%|          | 0/25 [00:01<?, ?step/s, action=query_logs, phase=1]        \u001b[A","timestamp":"2026-04-26T09:03:45.097Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:07,  2.95step/s, action=query_logs, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:45.697Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:01<00:07,  2.95step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:46.173Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:07,  2.95step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:46.721Z"}

data: {"data":"\r  heldout_confidence_ordering:  12%|█▏        | 3/25 [00:02<00:07,  2.95step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:46.722Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:02<00:08,  2.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:47.281Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:03<00:08,  2.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:47.909Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:03<00:08,  2.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:48.626Z"}

data: {"data":"\r  heldout_confidence_ordering:  24%|██▍       | 6/25 [00:04<00:08,  2.18step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:48.626Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:04<00:08,  1.86step/s, action=check_metrics, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:49.470Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:05<00:08,  1.86step/s, action=query_logs, phase=1]   \u001b[A","timestamp":"2026-04-26T09:03:50.423Z"}

data: {"data":"\r  heldout_confidence_ordering:  36%|███▌      | 9/25 [00:06<00:08,  1.86step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:50.424Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:06<00:09,  1.54step/s, action=check_dependencies, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:51.235Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:07<00:09,  1.54step/s, action=check_deploy_history, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:52.279Z"}

data: {"data":"\r  heldout_confidence_ordering:  44%|████▍     | 11/25 [00:08<00:09,  1.54step/s, action=declare_root_cause, phase=1]  \u001b[A","timestamp":"2026-04-26T09:03:52.280Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:08<00:08,  1.36step/s, action=declare_root_cause, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:54.310Z"}

data: {"data":"[LLM] step=1 valid_actions_count=7","timestamp":"2026-04-26T09:03:54.680Z"}

data: {"data":"[LLM] step=1 raw='{\"action_type\": \"get_git_log\", \"parameters\": {\"path\": \".\", \"n_commits\": 15}}'","timestamp":"2026-04-26T09:03:54.680Z"}

data: {"data":"[LLM] step=1 → action_type=get_git_log target=None","timestamp":"2026-04-26T09:03:54.680Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:10<00:08,  1.36step/s, action=transition_to_phase2, phase=1]\u001b[A","timestamp":"2026-04-26T09:03:54.680Z"}

data: {"data":"\r  heldout_confidence_ordering:  52%|█████▏    | 13/25 [00:10<00:08,  1.36step/s, action=get_git_log, phase=2]         \u001b[A","timestamp":"2026-04-26T09:03:54.681Z"}

data: {"data":"[LLM] step=2 valid_actions_count=7","timestamp":"2026-04-26T09:03:54.926Z"}

data: {"data":"[LLM] step=2 raw='{\"action_type\": \"list_dir\", \"parameters\": {\"path\": \".\"}}'","timestamp":"2026-04-26T09:03:54.926Z"}

data: {"data":"[LLM] step=2 → action_type=list_dir target=None","timestamp":"2026-04-26T09:03:54.926Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:10<00:08,  1.14step/s, action=get_git_log, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:54.926Z"}

data: {"data":"[LLM] step=3 valid_actions_count=7","timestamp":"2026-04-26T09:03:55.262Z"}

data: {"data":"[LLM] step=3 raw='{\"action_type\": \"read_file\", \"parameters\": {\"path\": \"shared/memory_usage.py\"}}'","timestamp":"2026-04-26T09:03:55.262Z"}

data: {"data":"[LLM] step=3 → action_type=read_file target=None","timestamp":"2026-04-26T09:03:55.262Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:10<00:08,  1.14step/s, action=list_dir, phase=2]   \u001b[A","timestamp":"2026-04-26T09:03:55.262Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:11<00:08,  1.14step/s, action=read_file, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:55.901Z"}

data: {"data":"\r  heldout_confidence_ordering:  60%|██████    | 15/25 [00:11<00:08,  1.14step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:55.902Z"}

data: {"data":"\r  heldout_confidence_ordering:  72%|███████▏  | 18/25 [00:11<00:04,  1.45step/s, action=search_code, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:56.413Z"}

data: {"data":"\r  heldout_confidence_ordering:  72%|███████▏  | 18/25 [00:12<00:04,  1.45step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:57.190Z"}

data: {"data":"\r  heldout_confidence_ordering:  72%|███████▏  | 18/25 [00:13<00:04,  1.45step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:57.190Z"}

data: {"data":"\r  heldout_confidence_ordering:  80%|████████  | 20/25 [00:13<00:03,  1.48step/s, action=get_file_diff, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:57.817Z"}

data: {"data":"\r  heldout_confidence_ordering:  80%|████████  | 20/25 [00:13<00:03,  1.48step/s, action=declare_no_change, phase=2]\u001b[A","timestamp":"2026-04-26T09:03:57.818Z"}

data: {"data":"\r                                                                                                                   \u001b[A","timestamp":"2026-04-26T09:03:57.818Z"}

data: {"data":"\rpool=D:  88%|████████▊ | 7/8 [01:49<00:13, 13.84s/ep, score=0.512, steps=21, task=heldout_confidence_ordering]\u001b[A","timestamp":"2026-04-26T09:03:57.818Z"}

data: {"data":"\rpool=D: 100%|██████████| 8/8 [01:49<00:00, 13.81s/ep, score=0.512, steps=21, task=heldout_confidence_ordering]\u001b[A\rpool=D: 100%|██████████| 8/8 [01:49<00:00, 13.66s/ep, score=0.512, steps=21, task=heldout_confidence_ordering]","timestamp":"2026-04-26T09:03:57.818Z"}

data: {"data":"","timestamp":"2026-04-26T09:03:57.819Z"}

data: {"data":"\rclaim4 — held-out (Pool D): 100%|██████████| 4/4 [10:47<00:00, 149.73s/claim]\u001b[A\rclaim4 — held-out (Pool D): 100%|██████████| 4/4 [10:47<00:00, 161.78s/claim]","timestamp":"2026-04-26T09:03:57.819Z"}

data: {"data":"[base] Saved → eval_output/results_Qwen_Qwen2.5-7B-Instruct.json","timestamp":"2026-04-26T09:03:57.821Z"}

data: {"data":"","timestamp":"2026-04-26T09:03:57.821Z"}

data: {"data":"[report] Generating comparison report…","timestamp":"2026-04-26T09:03:57.821Z"}

data: {"data":"[report] Saved → eval_output/comparison_tables.md","timestamp":"2026-04-26T09:03:57.821Z"}

data: {"data":"[report] Generating plots…","timestamp":"2026-04-26T09:03:57.821Z"}

data: {"data":"  Saved eval_output/mean_final_comparison.png","timestamp":"2026-04-26T09:03:58.739Z"}

data: {"data":"  Saved eval_output/stopping_distribution.png","timestamp":"2026-04-26T09:03:58.844Z"}

data: {"data":"  Saved eval_output/calibration.png","timestamp":"2026-04-26T09:03:58.948Z"}

data: {"data":"  Saved eval_output/convergence.png","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"SUMMARY","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"============================================================","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"  fine-tuned    claim1_final=0.4537  claim4_held_out_final=0.5284","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"  base          claim1_final=0.4495  claim4_held_out_final=0.5565","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"[done] All outputs in: eval_output/","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"{","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"  \"outdir\": \"eval_output\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"  \"files\": {","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"    \"results_finetuned\": \"eval_output/results_Yaswanth-Bolla_qwen-merged.json\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"    \"results_base\": \"eval_output/results_Qwen_Qwen2.5-7B-Instruct.json\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"    \"comparison_tables\": \"eval_output/comparison_tables.md\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"    \"plots\": [","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"      \"eval_output/mean_final_comparison.png\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"      \"eval_output/stopping_distribution.png\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"      \"eval_output/calibration.png\",","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"      \"eval_output/convergence.png\"","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"    ]","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"  }","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"}","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"[upload] Uploading eval_output/ → Meta-HF-hackathon/updated-policy/findings/ …","timestamp":"2026-04-26T09:03:59.010Z"}

data: {"data":"[upload] Done — https://huggingface.co/spaces/Meta-HF-hackathon/updated-policy/tree/main/findings/20260426_083700","timestamp":"2026-04-26T09:03:59.649Z"}