Building PDF directly (unless you're creating documents, especially fillables) is non-intuitive. Most PDFs are people trying to capture live data in a cached manner. If not, using a preliminary format like Markdown/HTML/LaTeX/DocX/etc to generate your PDF is almost always more intuitive.