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qwq_reasoning_drift_evaluator_teaser

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AgentOps & Swarms.
👉 🚀 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 Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence.

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
🏷️ 20 € Rabatt-Gutschein: LAUNCH20
🌐 Offizieller Webshop: https://emgena.com/trainingslager

🛡️ MCP Quickstart (Free Community Edition)

# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert nach FAANG v2.5 Gold Standard von Emgena AI Labs.

Downloads last month: 57

Number of rows:

Total file size:

1.13 MB

id stringlengths 39 39	incident_id stringlengths 37 37	domain stringclasses 1 value	messages listlengths 5 5
qwq_reasoning_drift_evaluator_traj_0000	qwq_reasoning_drift_evaluator_inc_001	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0001	qwq_reasoning_drift_evaluator_inc_002	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0002	qwq_reasoning_drift_evaluator_inc_003	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0003	qwq_reasoning_drift_evaluator_inc_004	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0004	qwq_reasoning_drift_evaluator_inc_005	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0005	qwq_reasoning_drift_evaluator_inc_006	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0006	qwq_reasoning_drift_evaluator_inc_007	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0007	qwq_reasoning_drift_evaluator_inc_008	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0008	qwq_reasoning_drift_evaluator_inc_009	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0009	qwq_reasoning_drift_evaluator_inc_010	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0010	qwq_reasoning_drift_evaluator_inc_011	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0011	qwq_reasoning_drift_evaluator_inc_012	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0012	qwq_reasoning_drift_evaluator_inc_013	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0013	qwq_reasoning_drift_evaluator_inc_014	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0014	qwq_reasoning_drift_evaluator_inc_015	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0015	qwq_reasoning_drift_evaluator_inc_016	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0016	qwq_reasoning_drift_evaluator_inc_017	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0017	qwq_reasoning_drift_evaluator_inc_018	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0018	qwq_reasoning_drift_evaluator_inc_019	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0019	qwq_reasoning_drift_evaluator_inc_020	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0020	qwq_reasoning_drift_evaluator_inc_021	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0021	qwq_reasoning_drift_evaluator_inc_022	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0022	qwq_reasoning_drift_evaluator_inc_023	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0023	qwq_reasoning_drift_evaluator_inc_024	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0024	qwq_reasoning_drift_evaluator_inc_025	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0025	qwq_reasoning_drift_evaluator_inc_026	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0026	qwq_reasoning_drift_evaluator_inc_027	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0027	qwq_reasoning_drift_evaluator_inc_028	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0028	qwq_reasoning_drift_evaluator_inc_029	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0029	qwq_reasoning_drift_evaluator_inc_030	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0030	qwq_reasoning_drift_evaluator_inc_001	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0031	qwq_reasoning_drift_evaluator_inc_002	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0032	qwq_reasoning_drift_evaluator_inc_003	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0033	qwq_reasoning_drift_evaluator_inc_004	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0034	qwq_reasoning_drift_evaluator_inc_005	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0035	qwq_reasoning_drift_evaluator_inc_006	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...
qwq_reasoning_drift_evaluator_traj_0036	qwq_reasoning_drift_evaluator_inc_007	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "ro...
qwq_reasoning_drift_evaluator_traj_0037	qwq_reasoning_drift_evaluator_inc_008	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
qwq_reasoning_drift_evaluator_traj_0038	qwq_reasoning_drift_evaluator_inc_009	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "...
qwq_reasoning_drift_evaluator_traj_0039	qwq_reasoning_drift_evaluator_inc_010	Conversational AI, QwQ Models, Stream-of-Consciousness Drift & Topic Adherence	[ { "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 'qwq_reasoning_drift_eval...