Datasets:

emgena
/

vllm_continuous_batching_starvation_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.

🛒 Vollständiges Paket kaufen: https://bacardy.gumroad.com/l/qpfzu
🏷️ 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 von Emgena AI Labs.

Downloads last month: -

Number of rows:

Total file size:

1.13 MB

id stringlengths 51 51	incident_id stringlengths 49 49	domain stringclasses 1 value	messages listlengths 5 5
vllm_continuous_batching_starvation_guard_traj_0000	vllm_continuous_batching_starvation_guard_inc_001	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0001	vllm_continuous_batching_starvation_guard_inc_002	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0002	vllm_continuous_batching_starvation_guard_inc_003	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0003	vllm_continuous_batching_starvation_guard_inc_004	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0004	vllm_continuous_batching_starvation_guard_inc_005	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0005	vllm_continuous_batching_starvation_guard_inc_006	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0006	vllm_continuous_batching_starvation_guard_inc_007	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0007	vllm_continuous_batching_starvation_guard_inc_008	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0008	vllm_continuous_batching_starvation_guard_inc_009	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0009	vllm_continuous_batching_starvation_guard_inc_010	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0010	vllm_continuous_batching_starvation_guard_inc_011	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0011	vllm_continuous_batching_starvation_guard_inc_012	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0012	vllm_continuous_batching_starvation_guard_inc_013	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0013	vllm_continuous_batching_starvation_guard_inc_014	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0014	vllm_continuous_batching_starvation_guard_inc_015	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0015	vllm_continuous_batching_starvation_guard_inc_016	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0016	vllm_continuous_batching_starvation_guard_inc_017	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0017	vllm_continuous_batching_starvation_guard_inc_018	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0018	vllm_continuous_batching_starvation_guard_inc_019	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0019	vllm_continuous_batching_starvation_guard_inc_020	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0020	vllm_continuous_batching_starvation_guard_inc_021	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0021	vllm_continuous_batching_starvation_guard_inc_022	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0022	vllm_continuous_batching_starvation_guard_inc_023	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0023	vllm_continuous_batching_starvation_guard_inc_024	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0024	vllm_continuous_batching_starvation_guard_inc_025	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0025	vllm_continuous_batching_starvation_guard_inc_026	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0026	vllm_continuous_batching_starvation_guard_inc_027	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0027	vllm_continuous_batching_starvation_guard_inc_028	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0028	vllm_continuous_batching_starvation_guard_inc_029	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0029	vllm_continuous_batching_starvation_guard_inc_030	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0030	vllm_continuous_batching_starvation_guard_inc_001	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0031	vllm_continuous_batching_starvation_guard_inc_002	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0032	vllm_continuous_batching_starvation_guard_inc_003	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0033	vllm_continuous_batching_starvation_guard_inc_004	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0034	vllm_continuous_batching_starvation_guard_inc_005	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0035	vllm_continuous_batching_starvation_guard_inc_006	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...
vllm_continuous_batching_starvation_guard_traj_0036	vllm_continuous_batching_starvation_guard_inc_007	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Continuous Batching Request Starvation & Chunked Prefill SRE. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "...
vllm_continuous_batching_starvation_guard_traj_0037	vllm_continuous_batching_starvation_guard_inc_008	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Continuous Batching Request Starvation & Chunked Prefill SRE. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", ...
vllm_continuous_batching_starvation_guard_traj_0038	vllm_continuous_batching_starvation_guard_inc_009	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Continuous Batching Request Starvation & Chunked Prefill SRE. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "conten...
vllm_continuous_batching_starvation_guard_traj_0039	vllm_continuous_batching_starvation_guard_inc_010	Continuous Batching Request Starvation & Chunked Prefill SRE	[ { "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 'vllm_continuous_batching...