DeerFlow was launched by ByteDance, has nearly 74,000 stars, stands for Deep Exploration and Efficient Research Flow, is designed for long-cycle tasks, can run continuously for hours or even days, and is equipped with a sandbox environment, memory module, tool-calling, and skill-use capabilities.