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speculative_decoding_draft_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 42 42	incident_id stringlengths 40 40	domain stringclasses 1 value	messages listlengths 5 5
speculative_decoding_draft_guard_traj_0000	speculative_decoding_draft_guard_inc_001	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0001	speculative_decoding_draft_guard_inc_002	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0002	speculative_decoding_draft_guard_inc_003	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0003	speculative_decoding_draft_guard_inc_004	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0004	speculative_decoding_draft_guard_inc_005	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0005	speculative_decoding_draft_guard_inc_006	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0006	speculative_decoding_draft_guard_inc_007	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0007	speculative_decoding_draft_guard_inc_008	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0008	speculative_decoding_draft_guard_inc_009	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0009	speculative_decoding_draft_guard_inc_010	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0010	speculative_decoding_draft_guard_inc_011	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0011	speculative_decoding_draft_guard_inc_012	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0012	speculative_decoding_draft_guard_inc_013	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0013	speculative_decoding_draft_guard_inc_014	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0014	speculative_decoding_draft_guard_inc_015	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0015	speculative_decoding_draft_guard_inc_016	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0016	speculative_decoding_draft_guard_inc_017	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0017	speculative_decoding_draft_guard_inc_018	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0018	speculative_decoding_draft_guard_inc_019	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0019	speculative_decoding_draft_guard_inc_020	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0020	speculative_decoding_draft_guard_inc_021	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0021	speculative_decoding_draft_guard_inc_022	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0022	speculative_decoding_draft_guard_inc_023	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0023	speculative_decoding_draft_guard_inc_024	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0024	speculative_decoding_draft_guard_inc_025	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0025	speculative_decoding_draft_guard_inc_026	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0026	speculative_decoding_draft_guard_inc_027	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0027	speculative_decoding_draft_guard_inc_028	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0028	speculative_decoding_draft_guard_inc_029	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0029	speculative_decoding_draft_guard_inc_030	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0030	speculative_decoding_draft_guard_inc_001	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0031	speculative_decoding_draft_guard_inc_002	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0032	speculative_decoding_draft_guard_inc_003	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0033	speculative_decoding_draft_guard_inc_004	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0034	speculative_decoding_draft_guard_inc_005	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0035	speculative_decoding_draft_guard_inc_006	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...
speculative_decoding_draft_guard_traj_0036	speculative_decoding_draft_guard_inc_007	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user"...
speculative_decoding_draft_guard_traj_0037	speculative_decoding_draft_guard_inc_008	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "u...
speculative_decoding_draft_guard_traj_0038	speculative_decoding_draft_guard_inc_009	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", ...
speculative_decoding_draft_guard_traj_0039	speculative_decoding_draft_guard_inc_010	Draft Model Speculative Decoding Rejection Storm & VRAM Bleed Guard	[ { "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 'speculative_decoding_dra...