Logging back in changes items in inventory

When I log back into my seed, the items in my inventory constantly changes.
The first image represents what items appeared and disappeared when I came back on hours later. The second image represents what I currently had when I was playing.
This is an annoying bug because my items are constantly missing and I always have to waste resources making new ones. PLEASE FIX.