Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Observability setup: OpenTelemetry + Prometheus + Grafana + Loki + Sentry, alert rules and Alertmanager, or Datadog. Go, TS, React, RN.
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
3 pilares + error tracking: OpenTelemetry (instrumentación) → Prometheus + Loki + Tempo (storage) → Grafana (UI) + Sentry (errores). Correlación vía trace_id.
| Capa | Herramienta |
|---|---|
| Instrumentación | OpenTelemetry SDK |
| Logs | Loki (structured JSON) |
| Metrics | Prometheus (pull, kube-native) |
| Traces | Tempo |
| UI unificada | Grafana (dashboards + alerts + correlation) |
| Errors | Sentry (crash reporting con contexto) |
| Alerting | Alertmanager → PagerDuty/Slack |
sum(rate(http_requests_total{service="$svc"}[5m]))histogram_quantile| Alerta | Expr | Severity |
|---|---|---|
| HighErrorRate | 5xx rate > 5% por 10min | critical |
| HighLatencyP95 | p95 > 1s por 10min | warning |
| PodCrashLooping | restarts > 0 por 15min | critical |
| PodMemoryNearLimit | memory > 90% limit por 10min | warning |
Las reglas reales (YAML), alertas de bases de datos y el ruteo de Alertmanager:
→ Read references/prometheus-alert-rules.md for rule files with
for:, aggregation and runbook links, database alerts from the exporters, Alertmanager routing and inhibition, andpromtool/amtoolchecks
→ Read references/datadog.md for projects on Datadog instead: Agent per platform (Cloud Run, ECS, Kubernetes, OTLP), unified service tagging, APM and logs, monitors as code in Terraform, and cost control
→ Read references/stack-setup-details.md for per-stack setup (Go, TS Fastify, React, React Native, OTel Collector)
→ Read references/conventions-and-anti-patterns.md for logging/metrics/traces conventions, anti-patterns, and checklist
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
中文简介正在准备中。当前显示原文说明。
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中文简介正在准备中。当前显示原文说明。
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中文简介正在准备中。当前显示原文说明。
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中文简介正在准备中。当前显示原文说明。
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中文简介正在准备中。当前显示原文说明。
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中文简介正在准备中。当前显示原文说明。