{"event": "reset", "scenario_id": "worker_deploy_cascade", "observation": "{\"tick\":0,\"workflow_stage\":\"triage\",\"last_action_result\":\"Episode reset.\",\"tool_output\":null,\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":null,\"checks\":[{\"name\":\"database_recovery\",\"passed\":false},{\"name\":\"end_to_end\",\"passed\":false}],\"active_alerts\":[{\"service\":\"api-gateway\",\"severity\":\"critical\",\"message\":\"Login requests are returning sustained 502s.\"},{\"service\":\"database\",\"severity\":\"critical\",\"message\":\"Database process is crashing under repeated overload.\"},{\"service\":\"worker\",\"severity\":\"warning\",\"message\":\"Worker queue depth and retry volume spiked after a recent rollout.\"}],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"degraded\",\"cache\":\"healthy\",\"database\":\"crashed\",\"worker\":\"degraded\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":0,\"final_score\":0.1,\"done\":false,\"prompt_text\":\"TICK 0/12\\nWORKFLOW_STAGE: triage\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- [CRITICAL] api-gateway: Login requests are returning sustained 502s.\\n- [CRITICAL] database: Database process is crashing under repeated overload.\\n- [WARNING] worker: Worker queue depth and retry volume spiked after a recent rollout.\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0\\n- worker: degraded cpu=88.0 mem=71.0 err=19.0 latency=420.0\\n\\nUSER_IMPACT: 0.82\\nSLO_BURN_RATE: 0.91\\nLAST_ACTION_RESULT: none\\nTOOL_OUTPUT: none\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: pending - Database recovery has not been verified yet.\\n- end_to_end: pending - End-to-end health has not been verified yet.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "query_deploys", "arguments": {"service": "worker"}, "observation": "{\"tick\":1,\"workflow_stage\":\"triage\",\"last_action_result\":\"Queried deploy history for worker.\",\"tool_output\":\"Rolled out worker@2026.04.23-bad 12 minutes ago.\",\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":-0.01,\"checks\":[{\"name\":\"database_recovery\",\"passed\":false},{\"name\":\"end_to_end\",\"passed\":false}],\"active_alerts\":[{\"service\":\"api-gateway\",\"severity\":\"warning\",\"message\":\"api-gateway is degraded.\"},{\"service\":\"database\",\"severity\":\"critical\",\"message\":\"database is unavailable.\"},{\"service\":\"worker\",\"severity\":\"warning\",\"message\":\"worker is degraded.\"}],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"degraded\",\"cache\":\"healthy\",\"database\":\"crashed\",\"worker\":\"degraded\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":0,\"final_score\":0.169,\"done\":false,\"prompt_text\":\"TICK 1/12\\nWORKFLOW_STAGE: triage\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- [WARNING] api-gateway: api-gateway is degraded.\\n- [CRITICAL] database: database is unavailable.\\n- [WARNING] worker: worker is degraded.\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0\\n- worker: degraded cpu=88.0 mem=71.0 err=19.0 latency=420.0\\n\\nUSER_IMPACT: 0.82\\nSLO_BURN_RATE: 0.91\\nLAST_ACTION_RESULT: Queried deploy history for worker.\\nTOOL_OUTPUT: Rolled out worker@2026.04.23-bad 12 minutes ago.\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: pending - Database recovery has not been verified yet.\\n- end_to_end: pending - End-to-end health has not been verified yet.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "submit_hypothesis", "arguments": {"hypothesis": {"root_cause": "bad_worker_deploy", "affected_services": ["worker", "database", "api-gateway"], "confidence": 0.9, "recommended_next_action": "rollback_deploy"}}, "observation": "{\"tick\":2,\"workflow_stage\":\"triage\",\"last_action_result\":\"Hypothesis recorded. Reward reflects root-cause accuracy, service localization, confidence calibration, and next-action quality.\",\"tool_output\":null,\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":0.11,\"checks\":[{\"name\":\"database_recovery\",\"passed\":false},{\"name\":\"end_to_end\",\"passed\":false}],\"active_alerts\":[{\"service\":\"api-gateway\",\"severity\":\"warning\",\"message\":\"api-gateway is degraded.\"},{\"service\":\"database\",\"severity\":\"critical\",\"message\":\"database is unavailable.\"},{\"service\":\"worker\",\"severity\":\"warning\",\"message\":\"worker is degraded.\"}],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"degraded\",\"cache\":\"healthy\",\"database\":\"crashed\",\"worker\":\"degraded\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":0,\"final_score\":0.169,\"done\":false,\"prompt_text\":\"TICK 2/12\\nWORKFLOW_STAGE: triage\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- [WARNING] api-gateway: api-gateway is degraded.\\n- [CRITICAL] database: database is unavailable.\\n- [WARNING] worker: worker is degraded.\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0\\n- worker: degraded cpu=88.0 mem=71.0 err=19.0 latency=420.0\\n\\nUSER_IMPACT: 0.82\\nSLO_BURN_RATE: 0.91\\nLAST_ACTION_RESULT: Hypothesis recorded. Reward reflects root-cause accuracy, service localization, confidence calibration, and next-action quality.\\nTOOL_OUTPUT: none\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: pending - Database recovery has not been verified yet.\\n- end_to_end: pending - End-to-end health has not been verified yet.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "rollback_deploy", "arguments": {"service": "worker"}, "observation": "{\"tick\":3,\"workflow_stage\":\"mitigation\",\"last_action_result\":\"Rolled back the worker deploy; the underlying cause is removed.\",\"tool_output\":null,\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":0.3255,\"checks\":[{\"name\":\"database_recovery\",\"passed\":false},{\"name\":\"end_to_end\",\"passed\":false}],\"active_alerts\":[{\"service\":\"api-gateway\",\"severity\":\"warning\",\"message\":\"api-gateway is degraded.\"},{\"service\":\"database\",\"severity\":\"critical\",\"message\":\"database is unavailable.\"}],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"degraded\",\"cache\":\"healthy\",\"database\":\"crashed\",\"worker\":\"healthy\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":1,\"final_score\":0.3925,\"done\":false,\"prompt_text\":\"TICK 3/12\\nWORKFLOW_STAGE: mitigation\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- [WARNING] api-gateway: api-gateway is degraded.\\n- [CRITICAL] database: database is unavailable.\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: degraded cpu=61.0 mem=38.0 err=24.0 latency=640.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: crashed cpu=99.0 mem=97.0 err=100.0 latency=0.0\\n- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0\\n\\nUSER_IMPACT: 0.55\\nSLO_BURN_RATE: 0.58\\nLAST_ACTION_RESULT: Rolled back the worker deploy; the underlying cause is removed.\\nTOOL_OUTPUT: none\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: pending - Database recovery has not been verified yet.\\n- end_to_end: pending - End-to-end health has not been verified yet.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "restart_service", "arguments": {"service": "database"}, "observation": "{\"tick\":4,\"workflow_stage\":\"mitigation\",\"last_action_result\":\"database restarted cleanly after the triggering cause was removed.\",\"tool_output\":null,\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":0.418,\"checks\":[{\"name\":\"database_recovery\",\"passed\":false},{\"name\":\"end_to_end\",\"passed\":false}],\"active_alerts\":[],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"healthy\",\"cache\":\"healthy\",\"database\":\"healthy\",\"worker\":\"healthy\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":2,\"final_score\":0.543,\"done\":false,\"prompt_text\":\"TICK 4/12\\nWORKFLOW_STAGE: mitigation\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- none\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0\\n- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0\\n\\nUSER_IMPACT: 0.14\\nSLO_BURN_RATE: 0.18\\nLAST_ACTION_RESULT: database restarted cleanly after the triggering cause was removed.\\nTOOL_OUTPUT: none\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: pending - Database recovery has not been verified yet.\\n- end_to_end: pending - End-to-end health has not been verified yet.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "run_check", "arguments": {"check_name": "database_recovery"}, "observation": "{\"tick\":5,\"workflow_stage\":\"validation\",\"last_action_result\":\"Ran database_recovery check.\",\"tool_output\":\"Database is healthy and no longer failing.\",\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":-0.01,\"checks\":[{\"name\":\"database_recovery\",\"passed\":true},{\"name\":\"end_to_end\",\"passed\":false}],\"active_alerts\":[],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"healthy\",\"cache\":\"healthy\",\"database\":\"healthy\",\"worker\":\"healthy\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":2,\"final_score\":0.623,\"done\":false,\"prompt_text\":\"TICK 5/12\\nWORKFLOW_STAGE: validation\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- none\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0\\n- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0\\n\\nUSER_IMPACT: 0.14\\nSLO_BURN_RATE: 0.18\\nLAST_ACTION_RESULT: Ran database_recovery check.\\nTOOL_OUTPUT: Database is healthy and no longer failing.\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: passed - Database is healthy and no longer failing.\\n- end_to_end: pending - End-to-end health has not been verified yet.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "run_check", "arguments": {"check_name": "end_to_end"}, "observation": "{\"tick\":6,\"workflow_stage\":\"validation\",\"last_action_result\":\"Ran end_to_end check.\",\"tool_output\":\"End-to-end login traffic is healthy.\",\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":-0.01,\"checks\":[{\"name\":\"database_recovery\",\"passed\":true},{\"name\":\"end_to_end\",\"passed\":true}],\"active_alerts\":[],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"healthy\",\"cache\":\"healthy\",\"database\":\"healthy\",\"worker\":\"healthy\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":2,\"final_score\":0.743,\"done\":false,\"prompt_text\":\"TICK 6/12\\nWORKFLOW_STAGE: validation\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- none\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0\\n- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0\\n\\nUSER_IMPACT: 0.14\\nSLO_BURN_RATE: 0.18\\nLAST_ACTION_RESULT: Ran end_to_end check.\\nTOOL_OUTPUT: End-to-end login traffic is healthy.\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: passed - Database is healthy and no longer failing.\\n- end_to_end: passed - End-to-end login traffic is healthy.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "step", "tool_name": "declare_resolved", "arguments": {}, "observation": "{\"tick\":7,\"workflow_stage\":\"resolved\",\"last_action_result\":\"Incident declared resolved after passing objective checks.\",\"tool_output\":null,\"failure_type\":null,\"why_failed\":null,\"loop_warning\":null,\"reward\":0.24,\"checks\":[{\"name\":\"database_recovery\",\"passed\":true},{\"name\":\"end_to_end\",\"passed\":true}],\"active_alerts\":[],\"noise_alerts\":[{\"service\":\"stripe-webhook\",\"severity\":\"warning\",\"message\":\"Stripe webhook retry volume slightly elevated (unrelated noise).\"},{\"service\":\"email-queue\",\"severity\":\"warning\",\"message\":\"Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\"}],\"service_health\":{\"api-gateway\":\"healthy\",\"cache\":\"healthy\",\"database\":\"healthy\",\"worker\":\"healthy\"},\"allowed_actions\":[\"query_logs\",\"query_metrics\",\"query_dependencies\",\"query_deploys\",\"rollback_deploy\",\"restart_service\",\"run_check\",\"isolate_service\",\"escalate\",\"submit_hypothesis\",\"declare_resolved\"],\"required_fields_by_action\":{\"query_logs\":[\"service\"],\"query_metrics\":[\"service\",\"metric\"],\"query_dependencies\":[\"service\"],\"query_deploys\":[\"service\"],\"rollback_deploy\":[\"service\"],\"restart_service\":[\"service\"],\"run_check\":[\"check_name\"],\"isolate_service\":[\"service\"],\"escalate\":[],\"submit_hypothesis\":[\"hypothesis\"],\"declare_resolved\":[]},\"blast_radius\":2,\"final_score\":0.773,\"done\":true,\"prompt_text\":\"TICK 7/12\\nWORKFLOW_STAGE: resolved\\n\\nINCIDENT_SUMMARY:\\nA bad worker deploy causes sustained database overload and login 502s at the gateway. The agent must diagnose from evidence, choose a safe remediation, verify recovery, and declare resolved only after checks pass.\\n\\nACTIVE_ALERTS:\\n- none\\n\\nNOISE_ALERTS (historically unrelated \\u2014 resist querying these):\\n- [WARNING] stripe-webhook: Stripe webhook retry volume slightly elevated (unrelated noise).\\n- [WARNING] email-queue: Email queue depth up 15% on a recurring 6h cycle (unrelated noise).\\n\\nSERVICES:\\n- api-gateway: healthy cpu=28.0 mem=31.0 err=0.0 latency=38.0\\n- cache: healthy cpu=18.0 mem=24.0 err=0.0 latency=14.0\\n- database: healthy cpu=34.0 mem=39.0 err=0.0 latency=22.0\\n- worker: healthy cpu=32.0 mem=37.0 err=2.0 latency=40.0\\n\\nUSER_IMPACT: 0.14\\nSLO_BURN_RATE: 0.18\\nLAST_ACTION_RESULT: Incident declared resolved after passing objective checks.\\nTOOL_OUTPUT: none\\nFAILURE_TYPE: none\\nWHY_FAILED: none\\n\\nCHECKS:\\n- database_recovery: passed - Database is healthy and no longer failing.\\n- end_to_end: passed - End-to-end login traffic is healthy.\\n\\nALLOWED_ACTIONS:\\n- query_logs\\n- query_metrics\\n- query_dependencies\\n- query_deploys\\n- rollback_deploy\\n- restart_service\\n- run_check\\n- isolate_service\\n- escalate\\n- submit_hypothesis\\n- declare_resolved\"}"}
{"event": "evaluate", "evaluation": {"ok": true, "score": 0.773}, "close": {"ok": true}}