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agent_git_commit_diff_size_anomaly_detector_teaser

⚡ Official Agentic IDE & MCP Sentinel Suite 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 Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield).

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
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Downloads last month: 50

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Total file size:

1.13 MB

id stringlengths 53 53	incident_id stringlengths 51 51	domain stringclasses 1 value	messages listlengths 5 5
agent_git_commit_diff_size_anomaly_detector_traj_0000	agent_git_commit_diff_size_anomaly_detector_inc_001	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0001	agent_git_commit_diff_size_anomaly_detector_inc_002	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0002	agent_git_commit_diff_size_anomaly_detector_inc_003	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0003	agent_git_commit_diff_size_anomaly_detector_inc_004	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0004	agent_git_commit_diff_size_anomaly_detector_inc_005	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0005	agent_git_commit_diff_size_anomaly_detector_inc_006	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0006	agent_git_commit_diff_size_anomaly_detector_inc_007	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0007	agent_git_commit_diff_size_anomaly_detector_inc_008	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0008	agent_git_commit_diff_size_anomaly_detector_inc_009	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0009	agent_git_commit_diff_size_anomaly_detector_inc_010	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0010	agent_git_commit_diff_size_anomaly_detector_inc_011	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0011	agent_git_commit_diff_size_anomaly_detector_inc_012	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0012	agent_git_commit_diff_size_anomaly_detector_inc_013	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0013	agent_git_commit_diff_size_anomaly_detector_inc_014	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0014	agent_git_commit_diff_size_anomaly_detector_inc_015	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0015	agent_git_commit_diff_size_anomaly_detector_inc_016	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0016	agent_git_commit_diff_size_anomaly_detector_inc_017	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0017	agent_git_commit_diff_size_anomaly_detector_inc_018	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0018	agent_git_commit_diff_size_anomaly_detector_inc_019	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0019	agent_git_commit_diff_size_anomaly_detector_inc_020	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0020	agent_git_commit_diff_size_anomaly_detector_inc_021	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0021	agent_git_commit_diff_size_anomaly_detector_inc_022	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0022	agent_git_commit_diff_size_anomaly_detector_inc_023	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0023	agent_git_commit_diff_size_anomaly_detector_inc_024	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0024	agent_git_commit_diff_size_anomaly_detector_inc_025	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0025	agent_git_commit_diff_size_anomaly_detector_inc_026	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0026	agent_git_commit_diff_size_anomaly_detector_inc_027	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0027	agent_git_commit_diff_size_anomaly_detector_inc_028	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0028	agent_git_commit_diff_size_anomaly_detector_inc_029	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0029	agent_git_commit_diff_size_anomaly_detector_inc_030	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0030	agent_git_commit_diff_size_anomaly_detector_inc_001	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0031	agent_git_commit_diff_size_anomaly_detector_inc_002	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0032	agent_git_commit_diff_size_anomaly_detector_inc_003	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0033	agent_git_commit_diff_size_anomaly_detector_inc_004	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0034	agent_git_commit_diff_size_anomaly_detector_inc_005	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0035	agent_git_commit_diff_size_anomaly_detector_inc_006	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...
agent_git_commit_diff_size_anomaly_detector_traj_0036	agent_git_commit_diff_size_anomaly_detector_inc_007	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, ...
agent_git_commit_diff_size_anomaly_detector_traj_0037	agent_git_commit_diff_size_anomaly_detector_inc_008	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." ...
agent_git_commit_diff_size_anomaly_detector_traj_0038	agent_git_commit_diff_size_anomaly_detector_inc_009	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield). Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
agent_git_commit_diff_size_anomaly_detector_traj_0039	agent_git_commit_diff_size_anomaly_detector_inc_010	Autonomous Git & Secret Exfiltration Sentinels (Pre-Commit AST, Branch Lock & SSH Shield)	[ { "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 'agent_git_commit_diff_si...