Piotr Kulesza

A lab protocol is a document. It describes every step, in order, and it is completely correct — but you have to follow it. You keep your own place, you remember what you already did, you watch the clock. It should be the other way round: the protocol should follow you. benchpilot turns any wet-lab protocol into a run. A single Claude call reads the prose and returns a procedure — steps, live timers, hazards, either/or choices, and the gaps the document never filled, which it asks you about before you start. Then it shows you each step: one sample travelling through real 3D glassware, a centrifuge that spins for exactly as long as the timer runs. And because your hands are busy, you talk to it. Claude turns free speech into actions, so you can start a timer, move through the run, or dictate a note without touching anything. Everything you actually did is recorded. Science starts where people learn to do it. When you're starting out, benchpilot leads you — it shows you what the words actually mean. When you know what you're doing, it follows you — it keeps your place, keeps your hands free, and writes down what really happened.