Dataset Viewer
Auto-converted to Parquet Duplicate
id
stringlengths
61
61
messages
listlengths
5
5
tool_used
stringclasses
3 values
domain
stringclasses
1 value
cluster
stringclasses
1 value
ast_verified
bool
1 class
commercial_license
stringclasses
1 value
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0001
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1001] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0002
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1002] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0003
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1003] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0004
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1004] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0005
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1005] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0006
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1006] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0007
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1007] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0008
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1008] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0009
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1009] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0010
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1010] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0011
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1011] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0012
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1012] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0013
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1013] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0014
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1014] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0015
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1015] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0016
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1016] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0017
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1017] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0018
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1018] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0019
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1019] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0020
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1020] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0021
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1021] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0022
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1022] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0023
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1023] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0024
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1024] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0025
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1025] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0026
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1026] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0027
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1027] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0028
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1028] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0029
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1029] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0030
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1030] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0031
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1031] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0032
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1032] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0033
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1033] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0034
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1034] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0035
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1035] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0036
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1036] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0037
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1037] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0038
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1038] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0039
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1039] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0040
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1040] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0041
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1041] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0042
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1042] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0043
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1043] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0044
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1044] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0045
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1045] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0046
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1046] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0047
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1047] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0048
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1048] SEVERITY: CRITICAL | SERVICE: emgena_mcp_...
verify_json_protobuf_mapping
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0049
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1049] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
audit_protobuf_wire_compatibility
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA
emgena_mcp_grpc_protobuf_backward_incompatibility_shield_0050
[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Diagnostic Engine for Microservice API Evolution & Protobuf. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation." }, { "role": "user", "content": "[INCIDENT_ALERT #1050] SEVERITY: HIGH | SERVICE: emgena_mcp_grpc...
enforce_reserved_field_tags
Microservice API Evolution & Protobuf
Cluster 3: DeepSeek-R1 & High-Concurrency SRE
true
EMGENA_AI_LABS_ENTERPRISE_EULA

Emgena Mcp Grpc Protobuf Backward Incompatibility Shield (50-Sample Evaluation Teaser)

Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AgentOps & Swarms.
Hol dir das vollständige Turnkey-Paket (500 Samples + AST MCP Guard) direkt bei EMGENA AI Labs
(Gutscheincode LAUNCH20 für 20 € Direktrabatt & sofortigen Download)


Enterprise USP & Features

Turnkey Enterprise Model Context Protocol (MCP) Guard for Cursor IDE & Claude Desktop.

  • Deterministic In-IDE Guardrails: Validated across Cursor IDE and Claude Desktop.
  • 100% AST Syntactic Validation (Zero Syntax Errors)
  • EU AI Act & EULA Compliance: Certified for enterprise deployment under Articles 50 & 53.

Full Enterprise MCP Suite

Die vollständige Version enthält 500 AST-geprüfte Trajektorien, 30 Produktions-Incidents, den Zero-Dependency MCP Server (server.py), DPO-Präferenzpaare und BGB/EU AI Act Compliance.

Downloads last month
123