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This article introduces a self-driving optics demo that can be set up for less than $100, in a small space, and within an hour. It involves controlling LEDs, sensing light with a spectrometer, and using decision-making and cloud-based simulations to optimize the light spectrum. This demonstration meets the requirements for a minimal working example of a self-driving laboratory.