Datasets:

emgena
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emgena_python_tracemalloc_leak_healer_mcp_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
python_asyncio_memory_leak_tracemalloc_1_1_1	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_1_2	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_1_3	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_1_4	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	true
python_asyncio_memory_leak_tracemalloc_1_1_5	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_2_1	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_2_2	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_2_3	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	true
python_asyncio_memory_leak_tracemalloc_1_2_4	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_2_5	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false
python_asyncio_memory_leak_tracemalloc_1_3_1	Async_Memory_Tracemalloc	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://bacardy.gumroad.com/l/oilvtn?wanted=true&code=LAUNCH20 [INCID...	You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and rem...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for FastAPI AsyncIO Memory Profiling, Tracemalloc Diffs, WeakRef Caching & GC Cycle Breaking. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (...	python_asyncio_memory_leak_tracemalloc	1	true	false

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🛡️ Emgena Python Tracemalloc & Async Memory Leak Healer Guard (50-Sample Evaluation Teaser)

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