Biotech found 30% of in vivo studies redundant — agent prompt to review studies pre-execution
nlarusstone · x · 2026-10-25
Day 6 of the "an agent a day" series: a biotech company used Benchling AI to discover 30% of its in vivo studies were redundant or wasteful — millions of dollars and months of time lost. The author argues every animal study should be reviewed by an agent (or team of agents) before execution, and shares a sample prompt: an In Vivo Study Review agent that runs before execution, checks for duplicates, assesses statistical significance of readouts, and suggests concrete design changes.
More from coding & agent
- LearnHarness hits 1k stars: open-source agent harness that teaches from what you already know — burny_tech · 2026-10-25
- Cursor screenshot shows unreleased 'Gemini 4 Argon Medium' model and Claude Code import — weswinder · 2026-10-25
- Coding agent vetoes Effect rewrite: plain TypeScript with 250 lines of helpers wins — gabe_ragland · 2026-10-25
- Testing 8 AI phone agent tools: two-thirds of front desks hang up within 5 seconds — Evening_Hawk_7470 · 2026-10-25
- Leslie Lamport's "Claude, make no mistakes" hailed as predicting LLMs 30 years early — akbirthko · 2026-10-25
- Three Markdown files boost coding agents: 26% smaller diffs, 27% faster runs — lmoroney · 2026-10-25