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Kubeflow SDK v0.4 Release

area/release

Status: Open.

#303 In kubeflow/sdk;

· andreyvelich opened on Feb 18, 2026

feat(container): Run dataset and model initializers in parallel

area/local

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

kind/feature

Status: Open.

#290 In kubeflow/sdk;

· HKanoje opened on Feb 12, 2026

Specialized Trainer Abstractions and RuntimeConfig for the Kubeflow SDK

Status: Open.

#285 In kubeflow/sdk;

· szaher opened on Feb 11, 2026

Proposal: Adopt kube-authkit as Default Authentication Mechanism

Status: Open.

#281 In kubeflow/sdk;

· szaher opened on Feb 11, 2026

discussion(spark): Any URL via <code>base_url</code> parameter, regardless of backend type

area/spark

kind/discussion

Status: Open.

#274 In kubeflow/sdk;

· Shekharrajak opened on Feb 9, 2026

test(spark): Refactor unit tests to follow Kubeflow SDK coding standards

area/spark

area/testing

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#273 In kubeflow/sdk;

· Shekharrajak opened on Feb 8, 2026

refactor(spark): Remove manual type validation from SparkClient.connect()

area/spark

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#272 In kubeflow/sdk;

· Shekharrajak opened on Feb 8, 2026

refactor(spark): Re-use Spark Python models from PyPI instead of custom dataclasses

area/spark

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#271 In kubeflow/sdk;

· Shekharrajak opened on Feb 8, 2026

Improve pip install logging for runtime package installation

kind/feature

lifecycle/needs-triage

Status: Open.

#268 In kubeflow/sdk;

· briangallagher opened on Feb 6, 2026

Enhance API Reference

area/docs

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

kind/feature

Status: Open.

#260 In kubeflow/sdk;

· kramaranya opened on Feb 3, 2026

Document Local Development

area/docs

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

kind/feature

Status: Open.

#259 In kubeflow/sdk;

· kramaranya opened on Feb 3, 2026

Add End-to-End Workflow Tutorial

area/docs

area/examples

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

kind/feature

Status: Open.

#258 In kubeflow/sdk;

· kramaranya opened on Feb 3, 2026