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shadow_mcp_api_call_token_drain_circuit_breaker_teaser

⚡ Official Next-Gen Agentic Infrastructure & Inference SRE Suite Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for API Gateway & Auth-Security.
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(Gutscheincode LAUNCH20 für 20 € Direktrabatt & sofortigen Download)

🌟 Enterprise USP & Features

Turnkey Enterprise Model Context Protocol (MCP) Guard for Cursor IDE & Claude Desktop. Protects against Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor.

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.

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1.13 MB

id stringlengths 57 57	incident_id stringlengths 55 55	domain stringclasses 1 value	messages listlengths 5 5
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0000	shadow_mcp_api_call_token_drain_circuit_breaker_inc_001	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0001	shadow_mcp_api_call_token_drain_circuit_breaker_inc_002	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0002	shadow_mcp_api_call_token_drain_circuit_breaker_inc_003	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0003	shadow_mcp_api_call_token_drain_circuit_breaker_inc_004	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0004	shadow_mcp_api_call_token_drain_circuit_breaker_inc_005	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0005	shadow_mcp_api_call_token_drain_circuit_breaker_inc_006	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0006	shadow_mcp_api_call_token_drain_circuit_breaker_inc_007	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0007	shadow_mcp_api_call_token_drain_circuit_breaker_inc_008	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0008	shadow_mcp_api_call_token_drain_circuit_breaker_inc_009	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0009	shadow_mcp_api_call_token_drain_circuit_breaker_inc_010	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0010	shadow_mcp_api_call_token_drain_circuit_breaker_inc_011	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0011	shadow_mcp_api_call_token_drain_circuit_breaker_inc_012	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0012	shadow_mcp_api_call_token_drain_circuit_breaker_inc_013	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0013	shadow_mcp_api_call_token_drain_circuit_breaker_inc_014	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0014	shadow_mcp_api_call_token_drain_circuit_breaker_inc_015	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0015	shadow_mcp_api_call_token_drain_circuit_breaker_inc_016	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0016	shadow_mcp_api_call_token_drain_circuit_breaker_inc_017	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0017	shadow_mcp_api_call_token_drain_circuit_breaker_inc_018	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0018	shadow_mcp_api_call_token_drain_circuit_breaker_inc_019	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0019	shadow_mcp_api_call_token_drain_circuit_breaker_inc_020	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0020	shadow_mcp_api_call_token_drain_circuit_breaker_inc_021	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0021	shadow_mcp_api_call_token_drain_circuit_breaker_inc_022	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0022	shadow_mcp_api_call_token_drain_circuit_breaker_inc_023	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0023	shadow_mcp_api_call_token_drain_circuit_breaker_inc_024	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0024	shadow_mcp_api_call_token_drain_circuit_breaker_inc_025	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0025	shadow_mcp_api_call_token_drain_circuit_breaker_inc_026	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0026	shadow_mcp_api_call_token_drain_circuit_breaker_inc_027	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0027	shadow_mcp_api_call_token_drain_circuit_breaker_inc_028	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0028	shadow_mcp_api_call_token_drain_circuit_breaker_inc_029	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0029	shadow_mcp_api_call_token_drain_circuit_breaker_inc_030	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0030	shadow_mcp_api_call_token_drain_circuit_breaker_inc_001	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0031	shadow_mcp_api_call_token_drain_circuit_breaker_inc_002	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0032	shadow_mcp_api_call_token_drain_circuit_breaker_inc_003	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0033	shadow_mcp_api_call_token_drain_circuit_breaker_inc_004	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0034	shadow_mcp_api_call_token_drain_circuit_breaker_inc_005	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0035	shadow_mcp_api_call_token_drain_circuit_breaker_inc_006	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0036	shadow_mcp_api_call_token_drain_circuit_breaker_inc_007	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0037	shadow_mcp_api_call_token_drain_circuit_breaker_inc_008	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, ...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0038	shadow_mcp_api_call_token_drain_circuit_breaker_inc_009	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "rol...
shadow_mcp_api_call_token_drain_circuit_breaker_traj_0039	shadow_mcp_api_call_token_drain_circuit_breaker_inc_010	Enterprise API Gateway, OAuth2/JWT Replay Defense & Distributed Rate-Limiting Armor	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'shadow_mcp_api_call_toke...