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critical_model_rollback_safe_switch_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 51 51	incident_id stringlengths 49 49	domain stringclasses 1 value	messages listlengths 5 5
critical_model_rollback_safe_switch_guard_traj_0000	critical_model_rollback_safe_switch_guard_inc_001	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0001	critical_model_rollback_safe_switch_guard_inc_002	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0002	critical_model_rollback_safe_switch_guard_inc_003	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0003	critical_model_rollback_safe_switch_guard_inc_004	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0004	critical_model_rollback_safe_switch_guard_inc_005	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0005	critical_model_rollback_safe_switch_guard_inc_006	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0006	critical_model_rollback_safe_switch_guard_inc_007	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0007	critical_model_rollback_safe_switch_guard_inc_008	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0008	critical_model_rollback_safe_switch_guard_inc_009	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0009	critical_model_rollback_safe_switch_guard_inc_010	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0010	critical_model_rollback_safe_switch_guard_inc_011	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0011	critical_model_rollback_safe_switch_guard_inc_012	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0012	critical_model_rollback_safe_switch_guard_inc_013	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0013	critical_model_rollback_safe_switch_guard_inc_014	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0014	critical_model_rollback_safe_switch_guard_inc_015	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0015	critical_model_rollback_safe_switch_guard_inc_016	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0016	critical_model_rollback_safe_switch_guard_inc_017	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0017	critical_model_rollback_safe_switch_guard_inc_018	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0018	critical_model_rollback_safe_switch_guard_inc_019	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0019	critical_model_rollback_safe_switch_guard_inc_020	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0020	critical_model_rollback_safe_switch_guard_inc_021	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0021	critical_model_rollback_safe_switch_guard_inc_022	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0022	critical_model_rollback_safe_switch_guard_inc_023	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0023	critical_model_rollback_safe_switch_guard_inc_024	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0024	critical_model_rollback_safe_switch_guard_inc_025	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0025	critical_model_rollback_safe_switch_guard_inc_026	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0026	critical_model_rollback_safe_switch_guard_inc_027	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0027	critical_model_rollback_safe_switch_guard_inc_028	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0028	critical_model_rollback_safe_switch_guard_inc_029	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0029	critical_model_rollback_safe_switch_guard_inc_030	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0030	critical_model_rollback_safe_switch_guard_inc_001	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0031	critical_model_rollback_safe_switch_guard_inc_002	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0032	critical_model_rollback_safe_switch_guard_inc_003	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0033	critical_model_rollback_safe_switch_guard_inc_004	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0034	critical_model_rollback_safe_switch_guard_inc_005	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0035	critical_model_rollback_safe_switch_guard_inc_006	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...
critical_model_rollback_safe_switch_guard_traj_0036	critical_model_rollback_safe_switch_guard_inc_007	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
critical_model_rollback_safe_switch_guard_traj_0037	critical_model_rollback_safe_switch_guard_inc_008	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
critical_model_rollback_safe_switch_guard_traj_0038	critical_model_rollback_safe_switch_guard_inc_009	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
critical_model_rollback_safe_switch_guard_traj_0039	critical_model_rollback_safe_switch_guard_inc_010	Zero-Downtime Hot-Swappable Model Fallback & Kill-Switch Controller	[ { "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 'critical_model_rollback_...