A backend engineer building FynPDF, a macOS PDF reader with a custom engine, discovered that traditional testing approaches (screenshots, AppleScript) were inefficient and interfering. After failed attempts with skill files and remote desktop isolation, they recognized accessibility as the solution for reliable UI testing without constant pixel analysis.