Pinterest’s NGAPI switched to LMDB to ease memory pressure from its gevent-based multi-process setup. The change cut memory use by 4.5%, letting them raise processes per host from 64 to 66, handle more requests with better CPU utilization, and ultimately reduce fleet size.