Developed a memory-efficient deduplication tool for FASTQ and FASTA files within the bioconda/bioconda-recipes repository, targeting scalable processing in bioinformatics workflows. The work centered on introducing the fastq-dupaway recipe, with careful attention to build and test configurations using CMake, bash, and YAML. Emphasis was placed on reproducibility by aligning metadata with semantic versioning and enhancing test coverage to validate tool behavior. Adjustments to meta.yaml and test scripts ensured reliable, reproducible builds and streamlined quality assurance. This feature enables resource-optimized deduplication for large sequencing datasets, reducing memory usage and supporting robust, scalable workflows without addressing major bug fixes during the period.