chore: Kubeflow SDK ROADMAP for 2026#326
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Signed-off-by: kramaranya <kramaranya15@gmail.com>
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Pull request overview
This PR adds a 2026 roadmap section to the Kubeflow SDK ROADMAP.md file, outlining planned features and improvements across five SDK components: Core SDK, Trainer SDK, Optimizer SDK, Pipelines SDK, and Feast SDK.
Changes:
- Added 2026 roadmap section with 14 planned items across Core, Trainer, Optimizer, Pipelines, and Feast SDKs
- Roadmap items include observability improvements (OpenTelemetry), experiment tracking (MLflow), documentation enhancements, unified authentication, multi-cluster support, GPU support, and feature store integration
| - Manage Kubeflow TrainJobs in a multi-cluster environment: https://github.com/kubeflow/sdk/issues/23 | ||
| - Snapshot users' workspace into distributed TrainJob workload: https://github.com/kubeflow/sdk/issues/48 | ||
| - Kubeflow Dynamic LLM Trainer Framework: https://github.com/kubeflow/trainer/issues/2839 | ||
| - Specialized Trainer Abstractions and RuntimeConfig for the Kubeflow SDK https://github.com/kubeflow/sdk/issues/285 |
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Missing colon before the URL. All other roadmap items in this file use the format "description: URL" for consistency.
| - Integrate Kubeflow Pipelines: https://github.com/kubeflow/sdk/issues/125 | ||
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| ### Feast SDK | ||
| - Integrate Feast Feature Store with Kubeflow SDK https://github.com/kubeflow/sdk/issues/239 |
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Missing colon before the URL. All other roadmap items in this file use the format "description: URL" for consistency.
Added ROADMAP 2026 for Kubeflow SDK, please let us know if there are any other items we should add to the roadmap!
cc @kubeflow/kubeflow-sdk-team @kubeflow/kubeflow-trainer-team @kubeflow/kubeflow-hub-team @kubeflow/wg-pipeline-leads @franciscojavierarceo @briangallagher @Fiona-Waters @abhijeet-dhumal @jaiakash @Shekharrajak