Validate Prometheus/Thanos/Mimir/Loki rules metadata and expression properties to match requirements and constrains of your setup.
Github action to validate prometheus config/rules using promtool
GitOps-ready Kubernetes observability stack: Prometheus + VictoriaMetrics, Loki, Alloy and Tempo via Argo CD, with SLO burn-rate alerts, promtool-tested rules and cost/SLO/log dashboards.
Monitors declared as data, with alert rules generated from them and unit tested in both directions
Drone CI plugin for testing alerting and recording rules for Prometheus
Comparative analysis of process mining algorithms using data from traditional human workflows. Implemented a Python pipeline to convert observational logs into Petri Nets via the ProM framework. Evaluated the Alpha and Inductive Miners to determine which best captures complex real-world logic.
CNCF - Kuala Lumpur talk - Prometheus Monitoring & integration testing
Tested Prometheus alert rules for Kubernetes and node_exporter: CrashLoopBackOff, OOMKilled, stuck rollouts, NotReady pods/nodes, disk full, host down. Every alert has promtool unit tests, a runbook and consistent severity labels. MIT.
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