How to improve object recognition in TOSCA?

Improving object recognition in TOSCA starts with optimizing your automation framework and ensuring your modules are designed with clean, stable attributes. Use XScan to compare multiple recognition strategies, enable dynamic identifiers, and avoid relying on volatile properties like index or position. Always validate the technical ID, anchor objects correctly, and update automation buffers frequently. If recognition fails, switch to XPath or image-based scanning as a fallback. Practicing these techniques through hands-on TOSCA Training helps you understand real-world object behaviors and build more resilient test cases. With consistent tuning, TOSCA’s object recognition becomes far more accurate and reliable.