From the lab
Notes on method, not announcements.
Posts about how a result was reached, what a benchmark actually needs, and where our own numbers still fall short of that bar.
July 6, 2026 · 3 min read
Cutting Nextflow cost on spot instances without losing a run
The practical patterns that make spot instances usable for genomics pipelines — task granularity, retry policy, and instance diversification.
genomicsnextflowinfrastructure
June 22, 2026 · 3 min read
Single-cell foundation models vs. marker-based annotation: what actually changes
Foundation models change the failure mode of cell-type annotation, not just the accuracy — and that trade-off is usually left out of the pitch.
single-cellfoundation-modelsbenchmarking