AIQ Best Practices for Stable Test Execution

Last reviewed: September 30, 2026
Use this article as a checklist for building AIQ tests and environments that are easier to maintain, debug, and scale.
What changed in this article
Refocused the generic best-practices page on stable execution, maintainable scenarios, data control, and environment readiness.
Added specific practices for locator strategy, waits, test data, Test Node capacity, browser versions, logs, and result review.
Removed vague guidance and replaced it with concrete checks that support Scenario Editor and current AIQ terminology.
Validation workflow
Review locator, wait, and data strategy before expanding a scenario suite.
Validate browser/Test Node capacity and dependency versions before high-volume runs.
Use execution logs and result trends to tune the suite instead of making untracked one-off changes.
Review note: This page now complements performance and installation articles without duplicating their detailed procedures.
Last updated: September 30, 2026
If you have feedback on this topic, contact documentation@appvance.ai.