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gdpr_art17_right_to_be_forgotten_embedding_guard_teaser

Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for BaFin MaRisk AT 9, DORA Article 30/19, and EU AI Act technical compliance.

🎁 Full Enterprise MCP Suite (500 Trajektorien + Turnkey Zero-Latency Engine)

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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🛡️ MCP Quickstart (Free Community Edition)

# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert von Emgena AI Labs.

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1.13 MB

id stringlengths 58 58	incident_id stringlengths 56 56	domain stringclasses 1 value	messages listlengths 5 5
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0000	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_001	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0001	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_002	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0002	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_003	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0003	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_004	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0004	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_005	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0005	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_006	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0006	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_007	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0007	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_008	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0008	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_009	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0009	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_010	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0010	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_011	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0011	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_012	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0012	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_013	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0013	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_014	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0014	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_015	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0015	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_016	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0016	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_017	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0017	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_018	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0018	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_019	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0019	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_020	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0020	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_021	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0021	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_022	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0022	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_023	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0023	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_024	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0024	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_025	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0025	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_026	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0026	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_027	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0027	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_028	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0028	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_029	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0029	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_030	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0030	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_001	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0031	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_002	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0032	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_003	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0033	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_004	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0034	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_005	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0035	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_006	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0036	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_007	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0037	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_008	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in RAG Vector DB De-Identification & PII Re-Identification Quarantine. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0038	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_009	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for RAG Vector DB De-Identification & PII Re-Identification Quarantine. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
gdpr_art17_right_to_be_forgotten_embedding_guard_traj_0039	gdpr_art17_right_to_be_forgotten_embedding_guard_inc_010	RAG Vector DB De-Identification & PII Re-Identification Quarantine	[ { "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 'gdpr_art17_right_to_be_f...