BKBrody Kretz
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AI PipelinesOnline

Peptides Research Library

Automated PubMed research pipeline

An orchestrated pipeline rather than an agent: Python owns execution order and scheduling, and the model is called only for the parts that genuinely need judgment — reading abstracts, summarizing them in plain language, and fact-checking its own output.

What it does

  • Automatically fetches peer-reviewed peptide studies from PubMed
  • Claude-generated plain-language summaries with a fact-checking pass
  • Community voting and comments, plus a personal stack tracker
  • Deployed on Fly.io with persistent SQLite storage
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