netdata

Netdata addresses the critical need for real-time observability in complex systems, enabling engineers to monitor performance and troubleshoot issues efficiently. ML and AI teams benefit significantly from its capabilities, as it provides insights into system behaviour that can inform model training and deployment. With a maturity level that indicates it is a production-ready solution, Netdata is suitable for teams looking to implement robust monitoring without extensive overhead. However, it may not be the right choice for organisations requiring highly customisable dashboards or integrations beyond its current offerings.

Netdata is a strong choice for teams seeking a comprehensive, open source tool for engineering teams that need to monitor applications and infrastructure in real time. Teams should consider alternatives if they require deep customisation or specific integrations that Netdata does not support.

Netdata is primarily used by DevOps engineers and ML/AI teams who need to ensure system reliability and performance. It is commonly integrated into cloud-based applications, microservices architectures, and any self-hosted option where observability is crucial.

Latest commit: 2026-02-14. Over the past 97 days, this repository gained 1.1k stars (+1.4% growth). Activity data is based on daily RepoPi snapshots of the GitHub repository.