To test a QR Generator, start with harmless text that retains the feature causing trouble: Unicode, a long query string, punctuation, or a URL-safe character. Generate a small sample and decode it independently. Compare the full decoded string, not just the visible label. If the issue involves print readability, keep the same output dimensions and quiet zone as the real artifact. A trivial short code may miss a density problem.