Review
Workflow, Not Prose: A Multi-Agent Methodology for Data Agents
Chia-liang Kao, Kent Huang
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Book
Open access
Jul 2026
TestAgent: A Multi-Agent LLM Framework for Repository-Level Unit Test Generation
TestAgent, a multi-agent tool implemented as a VS Code extension that automates the generation of high-quality unit tests for Java projects using repository-level Code Knowledge Graphs, demonstrates its practical utility for regression testing and bug discovery.
Ye Shang, Quanjun Zhang, Zheng Zhan et al.
· SIGSOFT FSE Companion · 0 citations