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k8sgpt: Kubernetes AI-powered troubleshooting and diagnostics

Intermediate

AI-powered Kubernetes cluster scanner that diagnoses issues and provides actionable insights by combining SRE expertise with AI enrichment.

kubernetes k8s ai ml devops sre troubleshooting golang cloud-native monitoring

Grafana - Analytics and Monitoring Platform

Beginner

Install and configure Grafana, the open analytics and monitoring platform for visualizing metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, and many more.

grafana monitoring observability visualization metrics logging tracing prometheus loki dashboards alerting

Prometheus - Monitoring System and Time Series Database

Intermediate

Install and configure Prometheus, the leading open-source monitoring and alerting toolkit - covering installation, configuration, PromQL queries, alerting with Alertmanager, and common use cases.

prometheus monitoring metrics time-series alerting observability cncf devops infrastructure kubernetes

Coroot: Open-source observability and APM with AI-powered RCA

Intermediate

Deploy a full-stack observability platform with eBPF-based automatic data collection, AI root cause analysis, distributed tracing, and zero-instrumentation monitoring for Kubernetes and Docker environments.

observability apm monitoring ebpf kubernetes docker go vue clickhouse opentelemetry ai tracing