Every video here is tagged through an automated pipeline that reads the title and any existing metadata, then assigns tags and a category from a fixed, curated vocabulary — not invented freely per video, which is what keeps browsing by tag genuinely useful instead of fragmented across dozens of near-duplicate labels.
The performer-name rule
If a performer’s name is identifiable in a video’s title, it always gets tagged as a performer tag — this is treated as higher priority than generic content tags, since it’s what makes finding a specific performer’s full catalog actually reliable.
Why a fixed vocabulary, not free-form tags
Free-form tagging tends to produce spelling variants of the same concept — ⁇ ts na ts ⁇ vs ⁇ trans na trans ⁇ vs ⁇ tsonts ⁇ wszystkie oznaczają to samo, ale dzieląc to, co powinno być jedną zjednoczoną kategorią na trzy cienkie. Kontrolowane słownictwo całkowicie tego unika.
This runs continuously
As new content arrives, it goes through this same process — nothing sits untagged waiting on a manual review pass.