[2603.05026] RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform

Computer Science > Software Engineering arXiv:2603.05026 (cs) [Submitted on 5 Mar 2026] Title:RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform Authors:Kenan Li, Rongzhi Li, Linghao Zhang, Qirui Jin, Liao Zhu, Xiaosong Huang, Geng Zhang, Yikai Zhang, Shilin He, Chengxing Xie, Xin Zhang, Zijian Jin, Bowen Li, Chaoyun Zhang, Yu Kang, Yufan Huang, Elsie Nallipogu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang View a PDF of the paper titled RepoLaunch: Automating Build&Test Pipeline of Code Repositories on ANY Language and ANY Platform, by Kenan Li and 19 other authors View PDF HTML (experimental) Abstract:Building software repositories typically requires significant manual effort. Recent advances in large language model (LLM) agents have accelerated automation in software engineering (SWE). We introduce RepoLaunch, the first agent capable of automatically resolving dependencies, compiling source code, and extracting test results for repositories across arbitrary programming languages and operating systems. To demonstrate its utility, we further propose a fully automated pipeline for SWE dataset creation, where task design is the only human intervention. RepoLaunch automates the remaining steps, enabling scalable benchmarking and training of coding agents and LLMs. Notably, several works on agentic benchmarking and training have recently adopted RepoLaunch for automated task generation. Comments: Subjects: Software Engineering (cs....