Materialize album browse fields and FTS in the derived catalog, then expose exact counts and stable keyset queries for the current filters, sort, grouping, and enabled sources.
Bind the existing Albums layout to a bounded native Qt model with asynchronous page misses, anchors, selection ranges, generation cancellation, artwork updates, and per-surface fallback. Resolve Plex native edition keys directly and retain the metadata-mode legacy reader.
cx
Add an opt-in QAbstractListModel backed by keyset pages from the derived catalog, with bounded residency, global query semantics, source-aware actions, and per-session fallback to the existing reader.
Wire profile-scoped bootstrap locations and refresh the native surface only after a complete catalog is active.
cx
Build the catalog side by side from read-only local, Plex, Jellyfin, and Subsonic cache snapshots after the first useful Qt frame.
Persist bounded batch checkpoints, preflight disk capacity, validate materializations, and activate generations atomically while preserving the existing reader as fallback.
cx
Introduce a frontend-agnostic generation schema with stable source identities, materialized album and artist structures, trigram FTS, matching sort indices, and descriptor-bound keyset queries.
Add deterministic SQLite coverage and an explicit one-million-track query gate.
cx
vicrodh