This repository hosts a systematic survey of research on Large Language Model-based agents applied to software engineering tasks. It organizes 106 papers from both software engineering and agent architecture perspectives, covering areas such as requirement engineering, code generation, verification, and static code checking. The work discusses open challenges and future directions for LLM-based agents in SE.