Biomni

This is an autonomous biomedical research agent from Stanford's SNAP lab that decomposes complex biology questions into executable analysis pipelines. Point it at CRISPR screening design, single-cell RNA-seq analysis, GWAS interpretation, or drug ADMET prediction and it generates and runs the code itself while pulling from 11GB of integrated databases. The framework is genuinely useful for multi-step biological reasoning tasks, though be aware it executes LLM-generated code with full system privileges, so you'll want proper sandboxing in production. Works with Claude, GPT-4, and other major LLM providers. Best suited for researchers who need to chain together genomics tools and biological knowledge retrieval without writing boilerplate analysis scripts.