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build_features (transforms.py) now returns StepFeatures and StreamingStepsDataset (dataset.py) now yields StepBatch, both NamedTuples with the same field order as the tuples they replace, so ty can catch a dropped/added field at every consuming call site instead of a silent positional-tuple mismatch. Converted the unreadable throwaway-heavy unpacks in cli.py, pipeline.py, validate.py, and dataset.py to named attribute access; gave the WGAN path's derived 5-element batch its own _Stage2RealFakeBatch NamedTuple; updated the two test batch-construction helpers to build real StepBatchs. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>