2025-05 Monthly Summary for hartwigmedical/hmftools: Delivered unified configuration management across Cider and Teal through a ConfigBuilder/ConfigLoader workflow, improving reliability and maintainability. Highlights include Cider IgTcrGeneFile loading fix and max_target_seqs cap to 5000 to prevent prolonged blastn runs, and Teal migration to ConfigLoader with correct loading of excluded bed regions for break end. Implemented blastn performance safeguards and released version 1.0.4 to address problematic region mappings, yielding faster, more predictable runs. Documentation updates clarified configuration flows, supporting onboarding and future enhancements. Business impact: reduced risk of failed runs, faster processing, and easier maintenance and extension of config-driven pipelines.

April 2025 performance summary for hartwigmedical/hmftools: Delivered key data handling improvements and introduced an end-to-end cancer-type predictor for panel samples, driving data interoperability and business value across the toolchain. Consolidated IgTcr gene data into the hmf-common module to enable shared resources across components and updated DelimFileWriter/DelimFileReader to emit boolean values as 'true'/'false' instead of '0'/'1', improving data clarity and interoperability. Launched vCuppa cancer type predictor with Java classes for prediction and file handling, and Python scripts for model training and prediction. Integrated with PURPLE and CUPPA to enable end-to-end panel sample classification, aligning with pipeline goals and reducing manual steps.

February 2025 highlights for hartwigmedical/hmftools. Delivered documentation improvements and substantial region-slicing enhancements that strengthen data integrity, onboarding, and deployment readiness. Focused on aligning the toolchain with current requirements and enabling robust region-based read processing for downstream analyses.

January 2025 performance summary: Focused on security hardening, build-system modernization, and tooling enhancements across pipeline5 and hmftools. Delivered concrete business value through dependency hygiene, vulnerability remediation, and data tooling readiness for vCHORD, enabling more reliable pipelines and higher quality training data.

December 2024 performance summary: Delivered foundational platform improvements across hartwigmedical/pipeline5 and hartwigmedical/hmftools, focusing on stability, security, and developer productivity. Key outcomes include a major SDK/JDK upgrade, improved installation/packaging for RepeatMasker, CLI and storage workflow modernization, image build script modernization, and targeted stability fixes. Also enhanced tooling and documentation to accelerate onboarding and model evaluation. Overall, these efforts reduce downtime, improve reliability, and enable faster delivery of cloud-enabled workflows.

Concise monthly summary for 2024-11 focusing on key deliverables, stability improvements, and measurable business impact across the pipeline5 and hmftools repositories.

In October 2024, delivered and stabilized core tooling to accelerate gene-panel design, improve data consistency in comparisons, and strengthen runtime scalability for large datasets. Key outcomes include: (1) GeneProbesGenerator added to hmftools for panel design, enabling systematic probe candidate selection across coding exons, UTRs, introns, and flanking regions using reference genome data, Ensembl annotations, and BLASTn scores, with TSV outputs; (2) CIDER/TEAL comparison modules fixed with database-backed data loading and enum-based column alignment, improving data integrity and display accuracy; (3) Enhanced VM resource management in pipeline5: increased memory to 128GB for alignment VM and TEAL tool, and upgraded hmf-cloud-sdk to support self-deleting VMs for future lifecycle management; (4) groundwork laid for scalable, automated workflows, resulting in improved performance, reliability, and consistency across pipelines.