it sounds more like the sequel "children of ruin" children of time primarily involves spiders.

> Could it be "Children of Time" by Adrian Tchaikovsky?

Currently reading that one and there is no octopuses (only read half so far though) but a lot of spiders, ants and space-faring primates :)