Scattered sources and inconsistent context
- Official documents sit across project sites, repositories, PDFs, and changing documentation portals.
- Search results can surface mirrors, obsolete papers, forks, or similarly named assets before the canonical source.
- Long technical documents make it difficult to judge relevance before investing time in a full read.
- Different formats and terminology make side-by-side project comparison harder than it needs to be.