Datasets:

emgena
/

omnimcp_python_docker_pytest_teaser

id stringlengths 29 39	category stringclasses 1 value	scenario_type stringclasses 2 values	difficulty stringclasses 2 values	instruction stringlengths 102 224	system_prompt stringclasses 2 values	messages listlengths 3 3	turns listlengths 3 3	dataset_id stringclasses 1 value	quality_score float64 1 1
codearchitect_docker_pytest_teaser_row0	Python_DevOps	official_enterprise_preview	Bestseller_Teaser	OFFICIAL EMGENA ENTERPRISE PREVIEW: Unlock full 7-asset dataset, unsloth trainer & commercial license.	Emgena AI Labs Enterprise Dataset Gateway	[ { "role": "system", "content": "Emgena AI Labs Enterprise Gateway" }, { "role": "user", "content": "How do I access the full verified enterprise dataset with commercial rights?" }, { "role": "assistant", "content": "### Emgena AI Labs Verified Enterprise Release: Python DevOps - Dock...	[ { "role": "system", "content": "Emgena AI Labs Enterprise Gateway" }, { "role": "user", "content": "How do I access the full verified enterprise dataset with commercial rights?" }, { "role": "assistant", "content": "Official Gumroad Store: https://bacardy.gumroad.com (Coupon: LAUNCH2...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_1	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1001 - Iteration 1] Docker build time in CI/CD pipeline spiking to 18 minutes due to repeated dependency compilation on every commit. (Operational Context: in production critical tier-1 banking environment)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_2	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1002 - Iteration 1] Pytest suite producing flaky test failures when run with pytest-xdist parallel workers. (Operational Context: under peak Black Friday ingestion surge)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_3	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1003 - Iteration 1] Production Docker container image size exceeding 1.8GB, slowing down deployment rollout on Kubernetes nodes. (Operational Context: during multi-region zero-downtime failover)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_4	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1004 - Iteration 1] Async pytest test cases hanging indefinitely awaiting unmocked external HTTP services. (Operational Context: under strict SOC 2 Type II audit verification)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_5	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1005 - Iteration 1] Memory leak in test suite causing CI runner OOM crash after executing 600 consecutive test cases. (Operational Context: in zero-trust PCI-DSS sovereign cloud enclave)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_6	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1006 - Iteration 2] Docker build time in CI/CD pipeline spiking to 18 minutes due to repeated dependency compilation on every commit. (Operational Context: in production critical tier-1 banking environment)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_7	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1007 - Iteration 2] Pytest suite producing flaky test failures when run with pytest-xdist parallel workers. (Operational Context: under peak Black Friday ingestion surge)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_8	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1008 - Iteration 2] Production Docker container image size exceeding 1.8GB, slowing down deployment rollout on Kubernetes nodes. (Operational Context: during multi-region zero-downtime failover)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_9	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1009 - Iteration 2] Async pytest test cases hanging indefinitely awaiting unmocked external HTTP services. (Operational Context: under strict SOC 2 Type II audit verification)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_10	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1010 - Iteration 2] Memory leak in test suite causing CI runner OOM crash after executing 600 consecutive test cases. (Operational Context: in zero-trust PCI-DSS sovereign cloud enclave)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_11	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1011 - Iteration 3] Docker build time in CI/CD pipeline spiking to 18 minutes due to repeated dependency compilation on every commit. (Operational Context: in production critical tier-1 banking environment)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_12	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1012 - Iteration 3] Pytest suite producing flaky test failures when run with pytest-xdist parallel workers. (Operational Context: under peak Black Friday ingestion surge)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_13	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1013 - Iteration 3] Production Docker container image size exceeding 1.8GB, slowing down deployment rollout on Kubernetes nodes. (Operational Context: during multi-region zero-downtime failover)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1
codearchitect_docker_pytest_14	Python_DevOps	enterprise_incident_triage	Complex_B2B_Production	[Incident Ticket #1014 - Iteration 3] Async pytest test cases hanging indefinitely awaiting unmocked external HTTP services. (Operational Context: under strict SOC 2 Type II audit verification)	You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> tags.	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	[ { "role": "system", "content": "You are an elite enterprise specialist for Docker Container Optimization, CI/CD Pipeline Acceleration & Pytest Suite Isolation. You inspect telemetry, enforce strict resilience invariants, and execute verified actions with Chain-of-Thought diagnostic reasoning in <thought> ta...	codearchitect_docker_pytest	1

🚀 Emgena AI Labs: Dockerized Pytest & Async Automation (Evaluation Teaser Edition)

🔥 READY FOR PRODUCTION MULTI-TURN AGENT FINE-TUNING?

You are currently inspecting the Free Evaluation Teaser (10 multi-turn samples).

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👉 Unlock the Full CodeArchitect Docker Pytest - Async Test Automation Suite (29+ Production Scenarios)

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Feature 🆓 Free Evaluation Teaser 🚀 Full Production Master Package

Dataset Size 10 Samples (Preview) 29+ Production Scenarios

Self-Healing & Retries Basic (<20%) >60% Real Error Injections & AST Repairs

Turnkey Fine-Tuning Raw Parquet / JSON 1-Click Unsloth Google Colab Notebook & PyTorch Code

Commercial Rights Non-commercial Eval 100% Commercial EULA & EU AI Act Article 50/53 Audit

Format Compatibility Parquet only Parquet + ShareGPT + Alpaca JSON + AST Schemas

⚡ Instant Download after checkout. 0.0% Syntax Error Guarantee (Pydantic AST Verified).

Feature	🆓 Free Evaluation Teaser	🚀 Full Production Master Package
Dataset Size	10 Samples (Preview)	29+ Production Scenarios
Self-Healing & Retries	Basic (<20%)	>60% Real Error Injections & AST Repairs
Turnkey Fine-Tuning	Raw Parquet / JSON	1-Click Unsloth Google Colab Notebook & PyTorch Code
Commercial Rights	Non-commercial Eval	100% Commercial EULA & EU AI Act Article 50/53 Audit
Format Compatibility	Parquet only	Parquet + ShareGPT + Alpaca JSON + AST Schemas

🏛️ The Modular Emgena Architecture: How Bricks, Houses & Villages Connect

Every Emgena dataset is engineered as a precision-fit building block within a comprehensive enterprise AI hierarchy:

🏛️ THE 4-TIER OMNIMCP AI CIVILIZATION HIERARCHY:
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    • The unified Emgena Enterprise Campus (900+ multi-turn scenarios across all domains).

🗺️ Complete Ecosystem Navigation & Live Store Links (80 Active Products):

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🏙️ Metropolis	Emgena Master Metropolis	All 19 Villages & 64 Bricks (900+ Samples, 8.11 MB)	Buy on Gumroad (299 €)
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⚡ 3-Line Python Quickstart (Loading Teaser Data)

from datasets import load_dataset

# Load the free evaluation teaser directly into Hugging Face Datasets
dataset = load_dataset("bacard/omnimcp_python_docker_pytest_teaser")

print(f"Total Teaser Rows: {len(dataset['train'])}")
print("First conversation turn:")
print(dataset["train"][0]["conversations"][:2])

Downloads last month: 128

Number of rows:

Total file size:

58.7 kB