Talk
Beginner

FOSS Meets Cloud Ops: AI-Powered Troubleshooting with HolmesGPT

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Session Description

  • 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.

Key Takeaways

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.

References

Session Categories

Introducing a FOSS project or a new version of a popular project
Tutorial about using a FOSS project
Technology architecture
Engineering practice - productivity, debugging

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