Here’s how you usually use your reference manager. You begin with good intentions. The database feels clean. You save papers directly from journals, PDFs attach themselves automatically, and citations appear in Word or LaTeX like magic. For a while, everything works. Then the volume grows. A few hundred papers become a few thousand. Some PDFs are called “fulltext.pdf”. Others are cryptic publisher strings. Metadata varies depending on the source of the item. You accidentally save the same paper twice — once from the journal site, once from Google Scholar, once as a preprint. Some books sit in Zotero’s hidden storage, others in separate folders because you wanted to keep chapters together. You annotate on one device and later realise there’s another version of the same PDF elsewhere.

Nothing breaks dramatically. It just slowly degrades.

Searching still works, but feels less reliable. Browsing becomes frustrating. You start vaguely remembering papers you can’t quite locate anymore. The system accumulates content, but it’s increasingly harder to browse. In my case, the progression looked a bit like that – until I discovered Zotero. The software had its ups and downs, but after some major redesigns and updates, it is now probably the best tool I have ever used to manage my article library.

Rethinking the process did not mean just replacing a manager with Zotero, but building a pipeline around it that would enforce structure automatically. Here’s how Zotero made my life – and research – more enjoyable.