Most teams already keep Playwright or Robot Framework specs next to the product. Manual cases often live somewhere else — a spreadsheet, a cloud TMS, or a wiki page nobody updates after the first release. That is why automation coverage is usually a quarterly guess: the catalog and the specs never share an id. Put both in the same Git repo , give every manual case a stable id, and linking becomes a text match. Any IDE agent can do that if the cases are files it can already see — no custom...