Day 21 of an agent a day: a TPP monitor agent for drug discovery, sample prompt included

nlarusstone · x · 2026-11-09

The author notes drug discovery is an incredibly difficult multi-objective optimization problem, questioning whether biotech companies store their objectives in a structured way at all. They share an agent that tracks progress against your TPP (Target Product Profile) and helps prioritize next experiments, with a tweakable sample prompt: run it whenever new data is recorded, render a molecular scorecard of your best molecule as a canvas, detail which attributes are improving or stagnant, and compare against publicly available data. Part 21 of the "An agent a day keeps Phase 2 failures away" series.

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