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agent_pii_gdpr_ner_anonymization_shield_teaser

⚡ Official Enterprise AI Governance & Token Runaway Shield Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for Shadow-AI & CISO DLP Shield.
👉 🚀 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. Protects against Shadow-AI & Data Loss Prevention.

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.

🛒 Vollständiges Paket kaufen: EMGENA AI Labs Store
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1.13 MB

id stringlengths 49 49	incident_id stringlengths 47 47	domain stringclasses 1 value	messages listlengths 5 5
agent_pii_gdpr_ner_anonymization_shield_traj_0000	agent_pii_gdpr_ner_anonymization_shield_inc_001	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0001	agent_pii_gdpr_ner_anonymization_shield_inc_002	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0002	agent_pii_gdpr_ner_anonymization_shield_inc_003	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0003	agent_pii_gdpr_ner_anonymization_shield_inc_004	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0004	agent_pii_gdpr_ner_anonymization_shield_inc_005	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0005	agent_pii_gdpr_ner_anonymization_shield_inc_006	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0006	agent_pii_gdpr_ner_anonymization_shield_inc_007	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0007	agent_pii_gdpr_ner_anonymization_shield_inc_008	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0008	agent_pii_gdpr_ner_anonymization_shield_inc_009	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0009	agent_pii_gdpr_ner_anonymization_shield_inc_010	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0010	agent_pii_gdpr_ner_anonymization_shield_inc_011	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0011	agent_pii_gdpr_ner_anonymization_shield_inc_012	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0012	agent_pii_gdpr_ner_anonymization_shield_inc_013	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0013	agent_pii_gdpr_ner_anonymization_shield_inc_014	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0014	agent_pii_gdpr_ner_anonymization_shield_inc_015	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0015	agent_pii_gdpr_ner_anonymization_shield_inc_016	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0016	agent_pii_gdpr_ner_anonymization_shield_inc_017	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0017	agent_pii_gdpr_ner_anonymization_shield_inc_018	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0018	agent_pii_gdpr_ner_anonymization_shield_inc_019	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0019	agent_pii_gdpr_ner_anonymization_shield_inc_020	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0020	agent_pii_gdpr_ner_anonymization_shield_inc_021	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0021	agent_pii_gdpr_ner_anonymization_shield_inc_022	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0022	agent_pii_gdpr_ner_anonymization_shield_inc_023	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0023	agent_pii_gdpr_ner_anonymization_shield_inc_024	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0024	agent_pii_gdpr_ner_anonymization_shield_inc_025	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0025	agent_pii_gdpr_ner_anonymization_shield_inc_026	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0026	agent_pii_gdpr_ner_anonymization_shield_inc_027	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0027	agent_pii_gdpr_ner_anonymization_shield_inc_028	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0028	agent_pii_gdpr_ner_anonymization_shield_inc_029	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0029	agent_pii_gdpr_ner_anonymization_shield_inc_030	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0030	agent_pii_gdpr_ner_anonymization_shield_inc_001	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0031	agent_pii_gdpr_ner_anonymization_shield_inc_002	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0032	agent_pii_gdpr_ner_anonymization_shield_inc_003	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0033	agent_pii_gdpr_ner_anonymization_shield_inc_004	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0034	agent_pii_gdpr_ner_anonymization_shield_inc_005	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0035	agent_pii_gdpr_ner_anonymization_shield_inc_006	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...
agent_pii_gdpr_ner_anonymization_shield_traj_0036	agent_pii_gdpr_ner_anonymization_shield_inc_007	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Shadow-AI & Data Loss Prevention. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL PRODUCTI...
agent_pii_gdpr_ner_anonymization_shield_traj_0037	agent_pii_gdpr_ner_anonymization_shield_inc_008	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Shadow-AI & Data Loss Prevention. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITICAL PROD...
agent_pii_gdpr_ner_anonymization_shield_traj_0038	agent_pii_gdpr_ner_anonymization_shield_inc_009	Shadow-AI & Data Loss Prevention	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Shadow-AI & Data Loss Prevention. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCTION ALE...
agent_pii_gdpr_ner_anonymization_shield_traj_0039	agent_pii_gdpr_ner_anonymization_shield_inc_010	Shadow-AI & Data Loss Prevention	[ { "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 'agent_pii_gdpr_ner_anony...