Datasets:

emgena
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emgena_postgres_pgvector_hnsw_tuner_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
pgvector_hnsw_index_tuner_1_1_1	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	⚡ OFFICIAL EVALUATION TEASER \| Turnkey MCP IDE Plugin on Gumroad: https://bacardy.gumroad.com/l/wfkgkd \| Coupon LAUNCH20 at https://emgena.com/trainingslager	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_1_2	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1002] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:00:11Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "pgvector-hnsw-...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_1_3	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1003] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:00:22Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "pgvector-hnsw-...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_1_4	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1004] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:00:33Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "pgvector-hnsw-...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	true
pgvector_hnsw_index_tuner_1_1_5	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1005] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:00:44Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "pgvector-hnsw-...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_2_1	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1006] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:05:00Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "pgvector-hnsw-ind...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_2_2	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1007] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:05:11Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "pgvector-hnsw-ind...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_2_3	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1008] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:05:22Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "pgvector-hnsw-ind...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	true
pgvector_hnsw_index_tuner_1_2_4	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1009] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:05:33Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "pgvector-hnsw-ind...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false
pgvector_hnsw_index_tuner_1_2_5	VectorDB_pgvector	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1010] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: pgvector-hnsw-index-tuner Timestamp: 2026-09-14T13:05:44Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "pgvector-hnsw-ind...	You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thought>), interact with diagnostic and remediati...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for pgvector, HNSW Index Optimization, Cosine Distance & PostgreSQL Vector Performance. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of-Thought (<thoug...	pgvector_hnsw_index_tuner	1	true	false

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