What tools have you used to monitor system and pipeline health?
1Times asked
May 2026Last seen
May 2026First seen
💡 Model Answer
I have used Prometheus for metrics collection and Grafana for dashboards. For log aggregation I rely on the ELK stack (Elasticsearch, Logstash, Kibana). In cloud environments I use CloudWatch and Datadog for both metrics and tracing. I also set up alerting with PagerDuty and Slack integrations. These tools give me end‑to‑end visibility into pipeline health, allowing me to detect anomalies early and respond quickly.
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