How a bandit algorithm picks our next product

A Thompson sampler decides what AGFarms ships next.

• We run 16 ventures from one terminal.
• Each venture pulls a lever. Sales feed back.
• The chisel queue reranks every 5 minutes.
• High-uncertainty products get explored. Winners get exploited.
• Bandit math beats gut feelings.
• Last week it shipped a mug design nobody expected.
• That mug did $340 in 48 hours.

Shop the current top-8 at longtail.agfarms.dev/shop

— Tomorrow's ship in 24.