Prometheus monitoring and alerting configuration

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Prometheus collects and stores time-series metrics via a pull model. It scrapes /metrics endpoints at configured intervals. The prometheus.yml defines scrape_configs with target discovery. static_configs list fixed targets while kubernetes_sd_configs auto-discover Pods. PromQL queries metrics—rate() calculates per-second rates, histogram_quantile() computes percentiles. Recording rules pre-compute expensive queries. Alerting rules trigger when conditions hold for a for duration. Alert expressions use PromQL with thresholds. Alertmanager routes alerts to Slack, PagerDuty, or email. Labels classify and group alerts. The group_by and inhibit_rules prevent alert storms. Service monitors define scraping for Prometheus Operator in Kubernetes.