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Elasticsearch - Distributed Search and Analytics Engine

Intermediate

Install and configure Elasticsearch, the powerful open-source distributed RESTful search and analytics engine built on Apache Lucene - covering installation, indexing, search queries, aggregations, cluster management, and production best practices.

elasticsearch search analytics lucene nosql distributed full-text-search elk-stack observability data-store

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

Istio: Service mesh for Kubernetes microservices

Intermediate

Open-source service mesh platform that provides traffic management, security, and observability for microservices. With 37K+ GitHub stars, Istio uses Envoy proxy sidecars to connect, secure, control, and observe services without modifying application code.

kubernetes service-mesh microservices envoy go traffic-management security observability mtls istio

OpenTelemetry Collector: Vendor-agnostic telemetry data pipeline

Intermediate

Deploy a vendor-agnostic telemetry pipeline that receives, processes, and exports traces, metrics, and logs from multiple sources to diverse backends without vendor lock-in.

observability telemetry open-telemetry opentelemetry tracing metrics logs go cloud-native cnCF

RagaAI Catalyst: Agent AI Observability and Evaluation Framework

Intermediate

Comprehensive platform for LLM project management, evaluation, tracing, and monitoring with support for agents, RAG applications, and multi-model AI systems.

ai llm observability evaluation tracing python agents rag guardrails red-teaming

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