Datasets:
id string | messages list | tool_used string | domain string | cluster string | ast_verified bool | commercial_license string |
|---|---|---|---|---|---|---|
emgena_mcp_shadow_api_call_token_drain_limiter_0001 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1001] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0002 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1002] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0003 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1003] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0004 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1004] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0005 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1005] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0006 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1006] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0007 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1007] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0008 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1008] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0009 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1009] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0010 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1010] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0011 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1011] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0012 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1012] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0013 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1013] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0014 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1014] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0015 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1015] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0016 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1016] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0017 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1017] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0018 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1018] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0019 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1019] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0020 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1020] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0021 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1021] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0022 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1022] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0023 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1023] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0024 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1024] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0025 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1025] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0026 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1026] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0027 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1027] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0028 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1028] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0029 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1029] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0030 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1030] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0031 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1031] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0032 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1032] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0033 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1033] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0034 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1034] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0035 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1035] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0036 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1036] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0037 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1037] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0038 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1038] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0039 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1039] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0040 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1040] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0041 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1041] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0042 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1042] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0043 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1043] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0044 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1044] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0045 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1045] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0046 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1046] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0047 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1047] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0048 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1048] SEVERITY: CRITICAL | SERVICE: emgena_mcp_shad... | detect_recursive_retry_thrashing | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0049 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1049] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | monitor_api_token_velocity | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
emgena_mcp_shadow_api_call_token_drain_limiter_0050 | [
{
"role": "system",
"content": "You are Emgena AI Labs Enterprise Diagnostic Engine for LLM Cost Management & Token Guard. You operate via stdio JSON-RPC 2.0 with AST-verified code remediation."
},
{
"role": "user",
"content": "[INCIDENT_ALERT #1050] SEVERITY: HIGH | SERVICE: emgena_mcp_shadow_a... | enforce_sliding_cost_budget | LLM Cost Management & Token Guard | Cluster 2: Local Sandboxing & Computer-Use | true | EMGENA_AI_LABS_ENTERPRISE_EULA |
🛡️ Autonomous Agent Shadow API Rate Limit & Token Drain Brake (50-Sample Evaluation Teaser)
Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for Advanced Vector DB, Runtime Security, and High-Performance SRE.
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# In Cursor oder Claude Desktop einbinden
python server_free.py
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