AliExpress Tech

Aug 10, 2026 · Artificial Intelligence

How a Six‑Layer Capability System Enables AI Agents to Automate New UI Tests

To automate UI testing for constantly changing new features, the team built a six‑layer framework—case generation, pre‑construction, environment orchestration, self‑planning execution, assertion & attribution, and reporting—showing that AI speeds case writing but 80% of value lies in surrounding engineering layers.