id stringlengths 26 32 | category stringclasses 2
values | scenario_type stringclasses 2
values | difficulty stringclasses 1
value | instruction stringlengths 104 1.72k | system_prompt stringclasses 2
values | messages listlengths 3 5 | turns listlengths 3 5 | dataset_id stringclasses 1
value | quality_score float64 1 1 |
|---|---|---|---|---|---|---|---|---|---|
emgena_teaser_watermark_00 | Emgena_Official_Teaser | commercial_evaluation_hook | Production_Reference | How do I access the full commercial dataset with Unsloth notebooks, AST validation, and commercial EULA? | Emgena AI Labs Teaser. Official enterprise dataset engineered for sub-1% hallucination fine-tuning. | [
{
"role": "system",
"content": "Emgena AI Labs Teaser. Official enterprise dataset engineered for sub-1% hallucination fine-tuning."
},
{
"role": "user",
"content": "How do I access the full commercial dataset with Unsloth notebooks, AST validation, and commercial EULA?"
},
{
"role": "as... | [
{
"role": "system",
"content": "Emgena AI Labs Teaser. Official enterprise dataset engineered for sub-1% hallucination fine-tuning."
},
{
"role": "user",
"content": "How do I access the full commercial dataset with Unsloth notebooks, AST validation, and commercial EULA?"
},
{
"role": "as... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_1 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0001] Prometheus Alert Firing on checkout-payment-api (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubeContainerOOMKilled",
"... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_2 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0002] Prometheus Alert Firing on orders-ingest-service (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubePodCrashLooping",
"co... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_3 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0003] Prometheus Alert Firing on user-catalog-graphql (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "slack-sre-alerts",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubePodNotReady",
"container":... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_4 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0004] Prometheus Alert Firing on checkout-payment-api (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubeContainerOOMKilled",
"... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_5 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0005] Prometheus Alert Firing on orders-ingest-service (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubePodCrashLooping",
"co... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_6 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0006] Prometheus Alert Firing on user-catalog-graphql (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "slack-sre-alerts",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubePodNotReady",
"container":... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_7 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0007] Prometheus Alert Firing on checkout-payment-api (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubeContainerOOMKilled",
"... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_8 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0008] Prometheus Alert Firing on orders-ingest-service (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubePodCrashLooping",
"co... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_9 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0009] Prometheus Alert Firing on user-catalog-graphql (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "slack-sre-alerts",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubePodNotReady",
"container":... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
k8s_crashloop_incident_triage_10 | SRE_Cloud_DevOps | k8s_incident_hybrid_triage | Production_Reference | [INCIDENT #0010] Prometheus Alert Firing on checkout-payment-api (Namespace: production)
=== Prometheus Alertmanager Payload ===
```json
{
"receiver": "pagerduty-sre-oncall",
"status": "firing",
"alerts": [
{
"status": "firing",
"labels": {
"alertname": "KubeContainerOOMKilled",
"... | You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning in <thought> tags, and apply deterministic r... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | [
{
"role": "system",
"content": "You are an elite enterprise Site Reliability Engineer (SRE) specializing in Kubernetes infrastructure, Prometheus/Alertmanager triage, and self-healing agent automation. You analyze raw telemetry, inspect container crash logs, identify root causes with step-by-step reasoning ... | k8s_crashloop_incident_triage | 1 |
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.
🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager
🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager
🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA
☸️ Emgena AI Labs SRE - Kubernetes CrashLoopBackOff & Alertmanager Incident Triage (Evaluation Teaser)
Enterprise Hybrid Telemetry Dataset: Prometheus Alertmanager JSON + Pod Logs (
CrashLoopBackOff,OOMKilled,ReadinessProbeFailed) + CoT Diagnostic Reasoning +kubectl patchRemediation.
⚡ 1-Click Quickstart (Unsloth & TRL Ready)
from datasets import load_dataset
# Load directly with native ChatML messages array
dataset = load_dataset("emgena/emgena_k8s_crashloop_incident_triage_teaser", split="train")
print("Row 0 (Enterprise Watermark & Discount Hook):")
print(dataset[0])
🛒 Full Commercial Dataset & EULA
The full commercial dataset with complete production incidents, AST-verified YAML remediation patches, ShareGPT/Alpaca formats, and EU AI Act Art. 50/53 compliance certificates is available at:
👉 Gumroad Official Checkout (Use coupon LAUNCH20 for 20€ off).
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