Kubeflow Community Showcase 2026: GenAI and MLOps in Action

The CFP for this event closed on May 31, 2026. Notifications and the schedule announcement followed on June 22, 2026. The full speaker lineup is expected on the event page closer to August 19.

CNCF has reported that Kubeflow is progressing toward Graduated project status. This reflects the project's maturity as a production-ready ML platform. The showcase is one part of the community's growing outreach effort, set out in the July 2026 CNCF blog post.

The CFP specifically invited talks on the Spark Operator, Model Registry, and the newer Kubeflow Trainer with Kubeflow SDK. Kale 2.0 and Kubeflow Community Distribution 26.03 are also part of recent project news. These reflect the platform's current technical direction.

This event is free to attend. Registration works through RSVP on the CNCF community events platform. No ticket price or paid tier is listed for attendees.

This covers real-world deployments of Kubeflow in production. Companies share concrete architecture and lessons learned. Past editions have included examples from pharma, fintech, and telecom.

This topic covers Generative AI workloads on Kubeflow. It includes AI agents and Model Context Protocol servers specifically. This reflects Kubeflow's expanding role in agentic AI infrastructure.

This covers operational practices for machine learning and LLM workflows. Topics include training, fine-tuning, and inference at scale. It targets both ML engineers and platform teams.

This covers newer components in the Kubeflow ecosystem. Named examples include Spark Operator, Model Registry, and Kubeflow Trainer with Kubeflow SDK. These reflect the project's expanding technical scope, detailed in the latest CNCF project update.

This covers updates from Kubeflow's working groups and outreach efforts. It includes project growth and community-building initiatives. Sessions here connect technical work to community strategy.

Past editions opened with a welcome from a Kubeflow Outreach Chair. Closing remarks typically cover upcoming events and ways to get involved. This bookends the technical content of the day.

Most of the agenda consists of applied talks and live demos. Speakers walk through specific technical problems and their solutions. Past sessions have covered training, inference, and data pipelines.

Sessions cover the state of Kubeflow's working groups and sub-projects. These updates connect technical contributors to the project's roadmap. They give attendees visibility into where the project is heading.

Talks focus on real deployment patterns rather than theory. Attendees can see how other teams solve similar infrastructure problems. This is useful for teams currently running or evaluating Kubeflow.

Working group updates give visibility into active development areas. This helps contributors find where their skills and interests can plug in. It is a low-barrier way to get closer to the project, and other ways in are listed on the Kubeflow events page.

Case studies show Kubeflow's real-world scale and limitations. This gives leaders evidence beyond vendor marketing material. The free, virtual format makes it easy to attend without travel cost.