This solution utilizes open-source tools like ClickHouse, Neo4j, VectorDB, PromQL, LogQL, OpenTracing, Prometheus, Grafana, AlertManager, and DeepFlow. The open-source observability platform solution is automatically delivered via GitHub Actions to create services.