Apache Burr is a pure Python framework currently in the Apache Incubator, designed to simplify the development of reliable AI agents and decision-making applications. It enables developers to easily build everything from basic chatbots to complex multi-agent systems using transparent, predictable code. This straightforward approach ensures greater control over AI workflows without relying on opaque abstractions.