LoongFlow is an open-source AI agent development framework from Baidu that enables agents to think and learn via the PES (Plan-Evolve-Search) paradigm. It supports iterative refinement and accumulation of experience across agent lifecycles. The framework includes specialized agents for math, ML, and general tasks, leveraging LLM ensembles and evolutionary algorithms for optimization.