A practical design for a one-workstation biomedical literature explorer: ingest the right NCBI datasets, preserve IDs and licenses, measure lexical and semantic retrieval separately, and make every generated answer open back to its evidence.
Category: Research
How to Reproduce a Research Codebase on a New Workstation
A practical way to test one research-software stage: pin the revision, record the environment and input contract, preserve the first failure, and return a clear go/no-go result.
Both LaTeX Versions Compile, but the Latexdiff File Does Not
Treat a journal redline as a third reproducible build: freeze both baselines, flatten carefully, compile in the same toolchain, and fix the first real error.