EarlBear blog

Notes from the den

Engineering, product, and the occasional field note from building self-healing ecommerce.

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A storefront that heals itself

How an agent turns a store's conversion problems into safe, measured experiments, ships the winners, and reports the dollar lift in plain language, all under guardrails the owner sets.