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tensorrt_engine_rebuild_version_mismatch_guard_teaser

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for Python Backend & Concurrency.
👉 🚀 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 Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility.

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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🛡️ 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.

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1.13 MB

id stringlengths 56 56	incident_id stringlengths 54 54	domain stringclasses 1 value	messages listlengths 5 5
tensorrt_engine_rebuild_version_mismatch_guard_traj_0000	tensorrt_engine_rebuild_version_mismatch_guard_inc_001	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0001	tensorrt_engine_rebuild_version_mismatch_guard_inc_002	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0002	tensorrt_engine_rebuild_version_mismatch_guard_inc_003	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0003	tensorrt_engine_rebuild_version_mismatch_guard_inc_004	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0004	tensorrt_engine_rebuild_version_mismatch_guard_inc_005	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0005	tensorrt_engine_rebuild_version_mismatch_guard_inc_006	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0006	tensorrt_engine_rebuild_version_mismatch_guard_inc_007	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0007	tensorrt_engine_rebuild_version_mismatch_guard_inc_008	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0008	tensorrt_engine_rebuild_version_mismatch_guard_inc_009	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0009	tensorrt_engine_rebuild_version_mismatch_guard_inc_010	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0010	tensorrt_engine_rebuild_version_mismatch_guard_inc_011	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0011	tensorrt_engine_rebuild_version_mismatch_guard_inc_012	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0012	tensorrt_engine_rebuild_version_mismatch_guard_inc_013	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0013	tensorrt_engine_rebuild_version_mismatch_guard_inc_014	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0014	tensorrt_engine_rebuild_version_mismatch_guard_inc_015	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0015	tensorrt_engine_rebuild_version_mismatch_guard_inc_016	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0016	tensorrt_engine_rebuild_version_mismatch_guard_inc_017	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0017	tensorrt_engine_rebuild_version_mismatch_guard_inc_018	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0018	tensorrt_engine_rebuild_version_mismatch_guard_inc_019	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0019	tensorrt_engine_rebuild_version_mismatch_guard_inc_020	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0020	tensorrt_engine_rebuild_version_mismatch_guard_inc_021	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0021	tensorrt_engine_rebuild_version_mismatch_guard_inc_022	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0022	tensorrt_engine_rebuild_version_mismatch_guard_inc_023	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0023	tensorrt_engine_rebuild_version_mismatch_guard_inc_024	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0024	tensorrt_engine_rebuild_version_mismatch_guard_inc_025	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0025	tensorrt_engine_rebuild_version_mismatch_guard_inc_026	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0026	tensorrt_engine_rebuild_version_mismatch_guard_inc_027	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0027	tensorrt_engine_rebuild_version_mismatch_guard_inc_028	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0028	tensorrt_engine_rebuild_version_mismatch_guard_inc_029	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0029	tensorrt_engine_rebuild_version_mismatch_guard_inc_030	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0030	tensorrt_engine_rebuild_version_mismatch_guard_inc_001	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0031	tensorrt_engine_rebuild_version_mismatch_guard_inc_002	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0032	tensorrt_engine_rebuild_version_mismatch_guard_inc_003	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0033	tensorrt_engine_rebuild_version_mismatch_guard_inc_004	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0034	tensorrt_engine_rebuild_version_mismatch_guard_inc_005	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0035	tensorrt_engine_rebuild_version_mismatch_guard_inc_006	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0036	tensorrt_engine_rebuild_version_mismatch_guard_inc_007	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." },...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0037	tensorrt_engine_rebuild_version_mismatch_guard_inc_008	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0038	tensorrt_engine_rebuild_version_mismatch_guard_inc_009	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
tensorrt_engine_rebuild_version_mismatch_guard_traj_0039	tensorrt_engine_rebuild_version_mismatch_guard_inc_010	Inference Acceleration, TensorRT-LLM, .plan Serialized Engines & CUDA Driver Compatibility	[ { "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 'tensorrt_engine_rebuild_...