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Add AI agent scaffolding: lean AGENTS.md, pattern references, hooks, and design docs

Status: Open.

#542 In kubeflow/sdk;

· JaZeeGH opened on Jun 26, 2026

training runtime is referenced to a ClusterTrainingRuntime although the runtime specified in train() is namespace-scoped

area/trainer

kind/bug

Status: Open.

#536 In kubeflow/sdk;

· dpnam2112 opened on Jun 23, 2026

kubeflow trainer shouldn't expect living in kubeflow-system

kind/bug

Status: Open.

#529 In kubeflow/sdk;

· christian-heusel opened on Jun 18, 2026

[Tracking] Create blog for Kubeflow SDK on CNCF website

kind/feature

Status: Open.

#522 In kubeflow/sdk;

· jaiakash opened on Jun 3, 2026

[Tracking]: Spark Client Batch Jobs, Lifecycle Management, Observability, and Production Readiness

area/spark

Status: Open.

#520 In kubeflow/sdk;

· Goku2099 opened on Jun 3, 2026

Kubeflow Trainer SDK should not fail when a TrainJob uses a custom Kubernetes resource

area/trainer

kind/bug

Status: Open.

#516 In kubeflow/sdk;

· LedWork opened on Jun 1, 2026

Mismatch between SparkConnect SDK and operator service name fallback

area/spark

kind/bug

Status: Open.

#515 In kubeflow/sdk;

· tariq-hasan opened on May 30, 2026

[Feature] SparkClient.write_to_cache: direct write to Trainer data cache

area/spark

kind/feature

Status: Open.

#510 In kubeflow/sdk;

· Shekharrajak opened on May 26, 2026

examples/spark: Add Iceberg + MinIO integration example

area/spark

Status: Open.

#500 In kubeflow/sdk;

· digvijay-y opened on May 24, 2026

Make RuntimeTrainer.image optional when image is provided via CustomTrainer / CustomTrainerContainer

area/trainer

kind/feature

Status: Open.

#494 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

Pass kind in TrainJob runtimeRef when creating jobs from SparkClient / TrainerClient

area/trainer

kind/feature

Status: Open.

#493 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

Spark Connect local example fails during SDK-managed port-forward

Status: Open.

#492 In kubeflow/sdk;

· Goku2099 opened on May 15, 2026