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Reproducible science in practice: bioinformatics workflows that rerun reliably, and team culture practices that help research groups ship high-quality work.
Welcome. This site is about reproducible science by design: building bioinformatics workflows and research team practices that produce results others can run, trust, and extend.
If you have ever dealt with irreproducible results, brittle environments, or slow team execution, you are in the right place.
What I publish
I focus on two topics (tags):
Bioinformatics (bioinformatics)
Practical, reproducible microbiome/metagenomics and scientific computing:
- pipeline structure and validation (e.g., Nextflow patterns)
- cohort-scale processing and reporting
- benchmarking, QC gates, and failure modes
- HPC realities: portability, performance, and debuggability
Team Culture (teams)
Execution systems that help research groups move from “busy” to “shipping”:
- lightweight ownership and decision-making
- working agreements that reduce friction
- definition-of-done for analyses and code
- reviews, postmortems, and continuous improvement without process theatre
Start with these
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Reproducible by Design: a practical standard for science that ships
(The baseline principles and what this publication optimizes for) -
Coming next (RBD Bioinformatics): Your first production-grade Nextflow pipeline
Structure, profiles, containers, CI, and validation -
Coming next (RBD Teams): Working agreements for research teams
A simple model to improve execution and protect quality
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