v3.16.0

v3.16.0 (2026-07-15)

New Features

• feat: actionable guidance for removed v2 interfaces (#6004)
• feat(serve): add SageMaker GenAI inference benchmarking and recommendation (#5874)
• feat(feature-store): add BatchWriteRecord and ListRecords to FeatureGroup (#5983)

Bug Fixes

• fix(iam): scope repo-level ECR actions to prevent false deny in preflight validation (#6024)
• fix: filter full recipe template from serverless train() (#6021)
• Fix sm-train unit tests + use single logger in base trainer (#6030)

Tests

• test(mlops): Skip non-PEP440 version keys in sklearn_latest_version (#6022)