The Slow Formation of Durable Software

A group of historians and technologists deliberately developed Zotero over many years rather than producing a quick, disposable tool. The effort produced a durable research application used by millions because the team spent years arguing, experimenting, and refining what a browser-aware citation manager should do. The argument is that instantaneous software creation - now possible with generative AI - cannot replace slow, communal design work when users don’t yet know what they want; the lengthy gestation yielded a clear, extensible vision and a robust foundation that supported continual improvement.

The project grew out of the Roy Rosenzweig Center for History and New Media, where earlier experiments included Web Scrapbook, a browser bookmarklet for collecting web resources, and Scribe, a FileMaker-based citation and note tool. A 2003 wishlist from Scribe’s developer called for online bibliographic connections, multiple and custom citation styles, sharing and co-editing, local-first workflows with publish options, language support, and better documentation. The team resolved to “webify” Scribe: build a tool that lived in the browser, recognized scholarly metadata, and interoperated with desktop programs and web services. Key contributors included Elena Razlogova, Roy Rosenzweig, Tom Scheinfeldt, Sean Takats, Dan Stillman, Josh Greenberg, Sharon Leon, and others. That slow, collaborative process led to the 2006 launch and the long-lived, community-driven project that followed.