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unhandled_subshell_background_spawn_killer_teaser

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for DevSecOps & Cloud Security.
👉 🚀 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 Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing.

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: 45

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Total file size:

1.13 MB

id stringlengths 52 52	incident_id stringlengths 50 50	domain stringclasses 1 value	messages listlengths 5 5
unhandled_subshell_background_spawn_killer_traj_0000	unhandled_subshell_background_spawn_killer_inc_001	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0001	unhandled_subshell_background_spawn_killer_inc_002	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0002	unhandled_subshell_background_spawn_killer_inc_003	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0003	unhandled_subshell_background_spawn_killer_inc_004	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0004	unhandled_subshell_background_spawn_killer_inc_005	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0005	unhandled_subshell_background_spawn_killer_inc_006	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0006	unhandled_subshell_background_spawn_killer_inc_007	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0007	unhandled_subshell_background_spawn_killer_inc_008	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0008	unhandled_subshell_background_spawn_killer_inc_009	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0009	unhandled_subshell_background_spawn_killer_inc_010	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0010	unhandled_subshell_background_spawn_killer_inc_011	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0011	unhandled_subshell_background_spawn_killer_inc_012	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0012	unhandled_subshell_background_spawn_killer_inc_013	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0013	unhandled_subshell_background_spawn_killer_inc_014	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0014	unhandled_subshell_background_spawn_killer_inc_015	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0015	unhandled_subshell_background_spawn_killer_inc_016	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0016	unhandled_subshell_background_spawn_killer_inc_017	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0017	unhandled_subshell_background_spawn_killer_inc_018	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0018	unhandled_subshell_background_spawn_killer_inc_019	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0019	unhandled_subshell_background_spawn_killer_inc_020	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0020	unhandled_subshell_background_spawn_killer_inc_021	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0021	unhandled_subshell_background_spawn_killer_inc_022	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0022	unhandled_subshell_background_spawn_killer_inc_023	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0023	unhandled_subshell_background_spawn_killer_inc_024	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0024	unhandled_subshell_background_spawn_killer_inc_025	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0025	unhandled_subshell_background_spawn_killer_inc_026	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0026	unhandled_subshell_background_spawn_killer_inc_027	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0027	unhandled_subshell_background_spawn_killer_inc_028	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0028	unhandled_subshell_background_spawn_killer_inc_029	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0029	unhandled_subshell_background_spawn_killer_inc_030	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0030	unhandled_subshell_background_spawn_killer_inc_001	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0031	unhandled_subshell_background_spawn_killer_inc_002	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0032	unhandled_subshell_background_spawn_killer_inc_003	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0033	unhandled_subshell_background_spawn_killer_inc_004	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0034	unhandled_subshell_background_spawn_killer_inc_005	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0035	unhandled_subshell_background_spawn_killer_inc_006	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...
unhandled_subshell_background_spawn_killer_traj_0036	unhandled_subshell_background_spawn_killer_inc_007	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
unhandled_subshell_background_spawn_killer_traj_0037	unhandled_subshell_background_spawn_killer_inc_008	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
unhandled_subshell_background_spawn_killer_traj_0038	unhandled_subshell_background_spawn_killer_inc_009	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
unhandled_subshell_background_spawn_killer_traj_0039	unhandled_subshell_background_spawn_killer_inc_010	Process Management, Subshell Spawning, Zombie Process Mitigation & Cgroup Process Killing	[ { "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 'unhandled_subshell_backg...