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tensorrt_llm_engine_panic_guard_teaser

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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# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert von Emgena AI Labs.

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1.13 MB

id stringlengths 41 41	incident_id stringlengths 39 39	domain stringclasses 1 value	messages listlengths 5 5
tensorrt_llm_engine_panic_guard_traj_0000	tensorrt_llm_engine_panic_guard_inc_001	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0001	tensorrt_llm_engine_panic_guard_inc_002	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0002	tensorrt_llm_engine_panic_guard_inc_003	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0003	tensorrt_llm_engine_panic_guard_inc_004	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0004	tensorrt_llm_engine_panic_guard_inc_005	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0005	tensorrt_llm_engine_panic_guard_inc_006	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0006	tensorrt_llm_engine_panic_guard_inc_007	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0007	tensorrt_llm_engine_panic_guard_inc_008	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0008	tensorrt_llm_engine_panic_guard_inc_009	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0009	tensorrt_llm_engine_panic_guard_inc_010	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0010	tensorrt_llm_engine_panic_guard_inc_011	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0011	tensorrt_llm_engine_panic_guard_inc_012	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0012	tensorrt_llm_engine_panic_guard_inc_013	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0013	tensorrt_llm_engine_panic_guard_inc_014	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0014	tensorrt_llm_engine_panic_guard_inc_015	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0015	tensorrt_llm_engine_panic_guard_inc_016	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0016	tensorrt_llm_engine_panic_guard_inc_017	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0017	tensorrt_llm_engine_panic_guard_inc_018	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0018	tensorrt_llm_engine_panic_guard_inc_019	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0019	tensorrt_llm_engine_panic_guard_inc_020	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0020	tensorrt_llm_engine_panic_guard_inc_021	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0021	tensorrt_llm_engine_panic_guard_inc_022	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0022	tensorrt_llm_engine_panic_guard_inc_023	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0023	tensorrt_llm_engine_panic_guard_inc_024	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0024	tensorrt_llm_engine_panic_guard_inc_025	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0025	tensorrt_llm_engine_panic_guard_inc_026	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0026	tensorrt_llm_engine_panic_guard_inc_027	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0027	tensorrt_llm_engine_panic_guard_inc_028	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0028	tensorrt_llm_engine_panic_guard_inc_029	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0029	tensorrt_llm_engine_panic_guard_inc_030	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0030	tensorrt_llm_engine_panic_guard_inc_001	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0031	tensorrt_llm_engine_panic_guard_inc_002	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0032	tensorrt_llm_engine_panic_guard_inc_003	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0033	tensorrt_llm_engine_panic_guard_inc_004	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0034	tensorrt_llm_engine_panic_guard_inc_005	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0035	tensorrt_llm_engine_panic_guard_inc_006	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...
tensorrt_llm_engine_panic_guard_traj_0036	tensorrt_llm_engine_panic_guard_inc_007	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
tensorrt_llm_engine_panic_guard_traj_0037	tensorrt_llm_engine_panic_guard_inc_008	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
tensorrt_llm_engine_panic_guard_traj_0038	tensorrt_llm_engine_panic_guard_inc_009	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
tensorrt_llm_engine_panic_guard_traj_0039	tensorrt_llm_engine_panic_guard_inc_010	TensorRT-LLM Triton C++ Engine Build Crash & Layer Fusion Verifier	[ { "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_llm_engine_pani...