Building AI Products—Part I: Back-end Architecture

The article discusses the journey of developing a successful AI-powered assistant for engineering leaders that attracted over 10,000 users within a year, outperforming established competitors. As the AI assistant gained popularity, the article explores the demand for the underlying technology, leading to the creation of Outropy, a platform for building AI products. Key challenges and innovations in structuring AI applications, deploying agents, memory management, and scaling are shared, alongside insights into the balance between technical complexity and user needs.

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