Datasets:

emgena
/

codearchitect_python_pro_teaser

id string	category string	scenario_type string	difficulty string	instruction string	system_prompt string	messages list	turns list	dataset_id string	quality_score float64	ast_verified bool	self_healing bool
codearchitect_python_pro_1_1_1	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_2	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_3	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_4	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	true
codearchitect_python_pro_1_1_5	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_6	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_7	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_8	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	true
codearchitect_python_pro_1_1_9	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_10	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false
codearchitect_python_pro_1_1_11	Python_Systems_Architecture	enterprise_incident_triage	FAANG_Production_v2	# [EMGENA SENTINEL EVALUATION TIER - 50 SAMPLES] You are viewing 50/500 verified production trajectories (Evaluation Slice). 450 production scenarios & 27 high-severity incident stacktraces are locked. Instant unlock with 20 € off (Code LAUNCH20) -> https://emgena.com/trainingslager?product=codearchitect_python_pro [I...	You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediation tools via structure...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Enterprise Python Backend Engineering & Systems Architecture. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with di...	codearchitect_python_pro	1	true	false

End of preview. Expand in Data Studio

🛡️ CodeArchitect - Enterprise Python Backend Engineering & Systems Architecture (FAANG Version 2.0 Standard) (50-Sample Evaluation Teaser)

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AI Engineering & Autonomous Agents.
👉 🚀 Hol dir das vollständige Turnkey-Paket (500 Samples + AST MCP Guard) direkt bei EMGENA AI Labs
(Gutscheincode LAUNCH20 für 20 € Direktrabatt & sofortigen Download)

🎁 Full Enterprise MCP Suite (500 Trajektorien + Turnkey Zero-Latency Engine)

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.

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