In Part 4.4, we take Genome Toolkit beyond hardcoded sequences and add our first external data source. We build a small plain-text loader, introduce a neutral `SequenceRecord`, convert the loaded data into our validated `DNA` model, and keep the existing k-mer algorithms unchanged. This gives us a clean path from a real file to validated biological data while preserving the scientific calculations we already trust.