Publish Cloud-OpsBench v1.0.0 benchmark artifacts (part 76)

Source: https://github.com/LLM4Ops/Cloud-OpsBench/tree/ea05dafbc87b5985df8721622d63d4229c2b4224

process-label/boutique/codedefect/43/milestone.json

@@ -0,0 +1,111 @@
+{
+  "case_id": "boutique/codedefect/43",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "cartservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "cross_service_localization_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetServiceDependencies",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M4",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "rpc.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M0",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M3",
+      "to": "M4",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3",
+      "M4"
+    ]
+  }
+}

process-label/boutique/codedefect/44/milestone.json

@@ -0,0 +1,111 @@
+{
+  "case_id": "boutique/codedefect/44",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "cartservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "cross_service_localization_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetServiceDependencies",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M4",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "rpc.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M0",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M3",
+      "to": "M4",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3",
+      "M4"
+    ]
+  }
+}

process-label/boutique/codedefect/45/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/45",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "rpc.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/46/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/46",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "rpc.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/47/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/47",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "rpc.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/48/milestone.json

@@ -0,0 +1,124 @@
+{
+  "case_id": "boutique/codedefect/48",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_pod_health_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetResources",
+          "arguments": {
+            "resource_type": "pods",
+            "name": "",
+            "namespace": "boutique"
+          },
+          "evidence_patterns": []
+        },
+        {
+          "tool_name": "DescribeResource",
+          "arguments": {
+            "resource_type": "pods",
+            "name": "shippingservice-799cbfbc76-v9pvz",
+            "namespace": "boutique"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "shippingservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "cross_service_localization_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetServiceDependencies",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M4",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M0",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M3",
+      "to": "M4",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3",
+      "M4"
+    ]
+  }
+}

process-label/boutique/codedefect/49/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/49",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/5/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/5",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/checkoutservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "checkoutservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "checkoutservice",
+            "file_path": "main.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/50/milestone.json

@@ -0,0 +1,111 @@
+{
+  "case_id": "boutique/codedefect/50",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "cartservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "cross_service_localization_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetServiceDependencies",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M4",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M0",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M3",
+      "to": "M4",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3",
+      "M4"
+    ]
+  }
+}

process-label/boutique/codedefect/51/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/51",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/52/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/52",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/53/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/53",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/54/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/54",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/55/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/55",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/56/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/56",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/57/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/57",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/58/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/58",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/59/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/59",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/6/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/6",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/checkoutservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "checkoutservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "checkoutservice",
+            "file_path": "main.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/60/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/60",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/61/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/61",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/62/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/62",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/63/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/63",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/frontend",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "frontend",
+            "file_path": "handlers.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/64/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/64",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/65/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/65",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/66/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/66",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/67/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/67",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/68/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/68",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_artificial_delay"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_latency_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/69/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/69",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_artificial_delay"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_latency_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/7/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/7",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/checkoutservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "checkoutservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "checkoutservice",
+            "file_path": "main.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/70/milestone.json

@@ -0,0 +1,120 @@
+{
+  "case_id": "boutique/codedefect/70",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_memory_leak"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_pod_crash_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetResources",
+          "arguments": {
+            "namespace": "boutique",
+            "resource_type": [
+              "pods",
+              "pod"
+            ]
+          },
+          "evidence_patterns": [
+            {
+              "kind": "literal",
+              "value": "productcatalogservice"
+            },
+            {
+              "kind": "regex",
+              "value": "CrashLoopBackOff|OOMKilled|Exit Code:\\s*137"
+            }
+          ]
+        },
+        {
+          "tool_name": "GetResources",
+          "arguments": {
+            "namespace": "boutique",
+            "resource_type": [
+              "pods",
+              "pod"
+            ],
+            "name": "productcatalogservice-8458b87d48-7r7l6"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "oomkilled_runtime_confirmation",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "DescribeResource",
+          "arguments": {
+            "namespace": "boutique",
+            "resource_type": [
+              "pods",
+              "pod"
+            ],
+            "name": "productcatalogservice-8458b87d48-7r7l6"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M4",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "catalog_loader.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    },
+    {
+      "from": "M3",
+      "to": "M4",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3",
+      "M4"
+    ]
+  }
+}

process-label/boutique/codedefect/71/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/71",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_missing_parameter"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_symptom_detection",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "first_level_missing_parameter_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/72/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/72",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/73/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/73",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/74/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/74",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/75/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/75",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_reads"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/76/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/76",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/77/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/77",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/78/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/78",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/79/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/79",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/8/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/8",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/checkoutservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "checkoutservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "checkoutservice",
+            "file_path": "main.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/80/milestone.json

@@ -0,0 +1,89 @@
+{
+  "case_id": "boutique/codedefect/80",
+  "namespace": "boutique",
+  "query": "Service Availability Disruption.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_wrong_return"
+  },
+  "milestones": [
+    {
+      "id": "M0",
+      "role": "entry_business_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M1",
+      "role": "primary_business_error_log",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetErrorLogs",
+          "arguments": {
+            "namespace": "boutique",
+            "service_name": "frontend"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M0",
+      "to": "M1",
+      "relation": "precedes"
+    },
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M0",
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/81/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/81",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/82/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/82",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/83/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/83",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/84/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/84",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/productcatalogservice",
+    "root_cause": "code_excessive_file_writes"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_filesystem_write_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "productcatalogservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "productcatalogservice",
+            "file_path": "product_catalog.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/85/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/85",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/shippingservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "shippingservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "shippingservice",
+            "file_path": "quote.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/86/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/86",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/shippingservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "shippingservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "shippingservice",
+            "file_path": "quote.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/87/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/87",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/shippingservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "shippingservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "shippingservice",
+            "file_path": "quote.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}

process-label/boutique/codedefect/88/milestone.json

@@ -0,0 +1,69 @@
+{
+  "case_id": "boutique/codedefect/88",
+  "namespace": "boutique",
+  "query": "Service Performance Degradation.",
+  "result": {
+    "fault_taxonomy": "Application_Code_Defect",
+    "fault_object": "app/shippingservice",
+    "root_cause": "code_busy_loop"
+  },
+  "milestones": [
+    {
+      "id": "M1",
+      "role": "primary_performance_symptom",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetAlerts",
+          "arguments": {},
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M2",
+      "role": "code_scope_localization",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "ListCodeFiles",
+          "arguments": {
+            "app_name": "shippingservice"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    },
+    {
+      "id": "M3",
+      "role": "root_cause_code_evidence",
+      "admissible_tool_uses": [
+        {
+          "tool_name": "GetSourceCode",
+          "arguments": {
+            "app_name": "shippingservice",
+            "file_path": "quote.go"
+          },
+          "evidence_patterns": []
+        }
+      ]
+    }
+  ],
+  "dependency_edges": [
+    {
+      "from": "M1",
+      "to": "M2",
+      "relation": "precedes"
+    },
+    {
+      "from": "M2",
+      "to": "M3",
+      "relation": "precedes"
+    }
+  ],
+  "completion_formula": {
+    "all": [
+      "M1",
+      "M2",
+      "M3"
+    ]
+  }
+}