We had the same issues and found that the theme was loading an opacity of 0 for the blog sometimes. We used css to set the opacity to 10 for the blog item and had no more issues.
.blog-items.masonry-items {
opacity: 10;
-moz-opacity: 10;
filter: alpha(opacity=10);
}