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langgraph_per_task_token_budget_governor_teaser

⚡ Official Enterprise AI Governance & Token Runaway Shield Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AI Agent Governance & Cost Control.
👉 🚀 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 AI Agent Budget & Token Cost Governance.

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

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id stringlengths 50 50	incident_id stringlengths 48 48	domain stringclasses 1 value	messages listlengths 5 5
langgraph_per_task_token_budget_governor_traj_0000	langgraph_per_task_token_budget_governor_inc_001	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0001	langgraph_per_task_token_budget_governor_inc_002	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0002	langgraph_per_task_token_budget_governor_inc_003	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0003	langgraph_per_task_token_budget_governor_inc_004	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0004	langgraph_per_task_token_budget_governor_inc_005	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0005	langgraph_per_task_token_budget_governor_inc_006	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0006	langgraph_per_task_token_budget_governor_inc_007	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0007	langgraph_per_task_token_budget_governor_inc_008	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0008	langgraph_per_task_token_budget_governor_inc_009	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0009	langgraph_per_task_token_budget_governor_inc_010	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0010	langgraph_per_task_token_budget_governor_inc_011	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0011	langgraph_per_task_token_budget_governor_inc_012	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0012	langgraph_per_task_token_budget_governor_inc_013	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0013	langgraph_per_task_token_budget_governor_inc_014	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0014	langgraph_per_task_token_budget_governor_inc_015	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0015	langgraph_per_task_token_budget_governor_inc_016	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0016	langgraph_per_task_token_budget_governor_inc_017	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0017	langgraph_per_task_token_budget_governor_inc_018	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0018	langgraph_per_task_token_budget_governor_inc_019	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0019	langgraph_per_task_token_budget_governor_inc_020	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0020	langgraph_per_task_token_budget_governor_inc_021	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0021	langgraph_per_task_token_budget_governor_inc_022	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0022	langgraph_per_task_token_budget_governor_inc_023	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0023	langgraph_per_task_token_budget_governor_inc_024	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0024	langgraph_per_task_token_budget_governor_inc_025	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0025	langgraph_per_task_token_budget_governor_inc_026	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0026	langgraph_per_task_token_budget_governor_inc_027	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0027	langgraph_per_task_token_budget_governor_inc_028	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0028	langgraph_per_task_token_budget_governor_inc_029	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0029	langgraph_per_task_token_budget_governor_inc_030	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0030	langgraph_per_task_token_budget_governor_inc_001	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0031	langgraph_per_task_token_budget_governor_inc_002	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0032	langgraph_per_task_token_budget_governor_inc_003	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0033	langgraph_per_task_token_budget_governor_inc_004	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0034	langgraph_per_task_token_budget_governor_inc_005	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0035	langgraph_per_task_token_budget_governor_inc_006	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...
langgraph_per_task_token_budget_governor_traj_0036	langgraph_per_task_token_budget_governor_inc_007	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for AI Agent Budget & Token Cost Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user", "content": "CRITICAL P...
langgraph_per_task_token_budget_governor_traj_0037	langgraph_per_task_token_budget_governor_inc_008	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in AI Agent Budget & Token Cost Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "user", "content": "CRITIC...
langgraph_per_task_token_budget_governor_traj_0038	langgraph_per_task_token_budget_governor_inc_009	AI Agent Budget & Token Cost Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for AI Agent Budget & Token Cost Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "content": "CRITICAL PRODUCT...
langgraph_per_task_token_budget_governor_traj_0039	langgraph_per_task_token_budget_governor_inc_010	AI Agent Budget & Token Cost Governance	[ { "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 'langgraph_per_task_token...