AFlow is a framework designed for the automatic generation and optimization of agent workflows. It employs Monte Carlo Tree Search to identify effective workflows within the code-represented workflow space, replacing manual development and showcasing its potential to surpass handcrafted workflows across various tasks. Key advantages of AFlow include enhanced development efficiency, reduced labor costs, and the ability to adapt to diverse task requirements.