LabOps Series: A Weekly Agent That Flags Miscalibration and Contamination in Lab Equipment
nlarusstone · x · 2026-10-26
Day 7 of nlarusstone's "An agent a day keeps Phase 2 failures away" series targets lab equipment ops. Lab instruments cost hundreds of thousands to millions of dollars, and knowing when something needs attention is half the battle. The recipe: run an agent weekly over all experiments performed on each instrument to detect likely miscalibration, maintenance needs, or contamination, and report as a full-canvas view of equipment state. A ready-to-tweak sample prompt is included, so readers can build their own Equipment Monitor today.
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