FOSS Meets Cloud Ops: AI-Powered Troubleshooting with HolmesGPT

• Cloud problems are no longer handled only by operations teams.

• Today, developers, SREs, and platform engineers all share the responsibility of keeping systems reliable. When something goes wrong, teams need faster and smarter ways to find and fix issues.

• This session introduces HolmesGPT, an open-source AI assistant for cloud and Kubernetes troubleshooting.

• It analyzes logs, metrics, and alerts to help teams quickly identify root causes and suggest possible fixes just like a 24/7 on-call AI teammate.

For Beginners

• Understand what HolmesGPT is and how this open-source AI tool helps analyze cloud and Kubernetes problems in a simple way.

• Learn how to connect basic monitoring tools and start using open-source HolmesGPT to investigate issues automatically.

For Maintainers

• Learn how HolmesGPT reduces manual troubleshooting effort and supports on-call engineering teams.

• Explore ways to integrate HolmesGPT into existing monitoring and incident response workflows using open standards and tools.

For Everyone

• Understand how open-source AI agents are transforming cloud operations and problem-solving.

• Access community-driven resources, examples, and demos to practice AI-powered troubleshooting with FOSS tools.