Jul 2026
Industrial Practice of LLM-Based Test Case Carving and Assertion Generation (Experience Paper)
NL2Test is presented, an end-to-end approach and tool that generates executable API regression tests from a natural-language scenario description and a traffic capture recorded while executing the scenario, indicating that traffic-grounded generation with deterministic guardrails can substantially reduce manual effort while improving regression automation in complex microservice environments.
Hao-Zhen You, Zhen Dong, Jing-Jing Wang et al.
· arXiv.org · 0 citations