Heard vendors claiming AI can auto-fix broken tests, but our experiments with GPT-based tools failed miserably. Anyone successfully implemented self-healing scripts for Playwright? How does it handle radical UI changes versus minor tweaks? Looking for real-world experiences before committing budget.
Our AI team catches 83% of selector changes automatically. Only alerts humans for major structural overhauls. Reduced test maintenance costs by $14k last quarter.
Custom solution using computer vision for element detection. Works for minor CSS changes but struggles with component reorganization. Requires constant training - might not be worth it unless you have dedicated ML resources.
ai needs perfect training data. ours kept ‘fixing’ working tests until we limited its scope
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