🚀 Shameless project plug! I've been working on BioLedger, an open-source framework for LLM-assisted bioinformatics that focuses on structured data, portable tool specifications, and reproducible analysis artifacts. The ultimate goal is to meet users where they are, whether that's Nextflow, a custom script or Galaxy. Along the way I want to make datasets and tools easier for both humans and AI systems to share and reason about, while automatically capturing provenance and generating reproducible workflows. Very early days, but I'd love feedback. bioledger-project.github.io/bioledger