Trae Agent is an open-source agent system designed for software engineering tasks. It uses LLMs to understand natural language instructions and execute complex workflows through various tools and provider backends. The project emphasizes a transparent, modular architecture specifically designed for researchers to study agent behaviors, conduct ablation studies, and develop novel agent capabilities. It includes features like Lakeview for agent summarization and supports multiple LLM providers.