| Layer | Tool | What we test | Frequency | | :--- | :--- | :--- | :--- | | | Power Fx YAML | Formula logic (e.g., Concat for line items) | Every build | | Integration | Playwright + Dataverse API | Data accuracy in the PDF stream | Every PR | | Visual | Percy / Applitools | Screenshot diff of the PDF viewer | Nightly | A Real-World Example: Sales Quote App Scenario: User clicks "Generate Quote PDF." It must show 10 line items and a 5% discount.

However, for mission-critical documents (legal contracts, financial reports), invest in a pipeline. It runs in under 3 seconds per test and integrates directly into Azure DevOps or GitHub Actions.

Don't force low-code tools to do what they weren't designed for. Use high-code test frameworks to validate your low-code PDFs. Have you successfully automated PDF testing in Power Apps? Share your workflow in the comments below.