Dr. Stevan Tomic, AI/ML developer and researcher at Synteda, has conducted a study on PathFinder, accepted for ICST 2025, a Multi-Agent LLM framework designed to automate GUI testing. The research evaluates how different LLMs—Mistral-Nemo, Gemma2, and Llama3.1—impact test automation across e-commerce sites. Findings reveal that while a single LLM works best for specific platforms, a hybrid approach improves performance across diverse environments. This study underscores the critical role of LLM selection in AI-driven software testing.
SHARE
What is it like to work at Synteda?
March 31, 2026Upcoming Free Seminar: Interpretability for LLMs
February 20, 2026