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The slot card on PrintersPage shows slot_preset_mappings.preset_name first in its display fallback chain. Three write paths swap which spool occupies a given slot: - internal manual assign (inventory.apply_spool_to_slot_via_mqtt) - internal RFID auto-assign (spool_tag_matcher.auto_assign_spool) - Spoolman RFID sync (main.auto_sync_spoolman_ams_trays) Only the first one was reconciling the row. After an RFID-driven spool change, the card kept surfacing the previous spool's preset name until the user opened Configure Slot manually. Reporter saw H2D-1 / AMS-B3 displaying "Bambu PLA Silk+" for a freshly-inserted Bambu PLA-CF spool. The matching row in slot_preset_mappings was last written in March when a PLA Silk+ spool had been in that slot - confirmed live in the database. New backend/app/services/slot_preset_writer.py exposes a primitive upsert_slot_preset plus two derivation wrappers: one for the internal Spool ORM object, one for the Spoolman API dict shape. All three call sites now go through the helper, so the row stays in lockstep with the assigned spool regardless of inventory mode. Bug shape exists in both inventory modes and the patch fixes both per feedback_inventory_modes_parity. The Spoolman path was latent for users who'd never manually picked a slot preset; the same "stale row overrides correct catalog name" symptom appeared for those who had. Existing stale rows self-heal on the next RFID-driven swap.