Valve have confirmed that the Steam Deck OLED being out of stock from time to time is down to the ongoing "memory and storage shortages".

Valve has updated its website to acknowledge that customers in some regions are struggling to buy a Steam Deck "due to memory and storage shortages." ...

Valve’s Steam Deck is the latest gaming device to be hit by the dreaded RAM shortage as stock becomes unavailable to purchase in certain regions.