Any wood normally used for that type of construction is going to be treated (pressure treated and likely chemically treated as well) to resist rot/insects. BUT wood is still eventually going to rot/attract bugs (termites/carpenter ants) once it starts getting consistently damp/rotting. The two things I've learned recently:
If at all possible make sure there is no soil/dirt actually in contact with the wood. Should be properly supported by stone/piers/concrete/whatever to prevent direct ground contact.
And
Air circulation is going to significantly help ward off the rot/insect invasion.
Your pics show lots of soil in contact with wood. It may be as simple as get a small shovel and pull it back so there's some inch or more space between the surface (more is always better) BUT you also have to consider drainage and the grading so you don't accidentally dig a small pond under your steps so the water from rain and gutters all pools under there and creates a humid petrie dish and make it much, much worse. Proceed carefully and go slowly and check the slope - away from the house/under areas is good!
You do seem to have decent air circulation in that the area is not boxed in so tightly that it can't breathe and dry out if it does get damp under there, and there does not appear to be any mold/algae/dampness indications. That is good, but having wood literally buried in the ground is like offering an invitation for termites to come have a bite... so I'd inspect the wood stuff carefully and see if it is removeable without damaging anything structurally. Do you really like that storage area? Because if it was me, I'd be removing/regrading the soil as much as I can, but also removing any of the non-essential wood and retrofitting if possible with cement footers (doing this in the next month actually with 3 porch posts that were just stuck into a hole and then filled in with cement so the wood itself is covered with a few inches of dirt - of course they rottted at the bottoms!)
If you don't move the soil or somehow reseat the wood in contact with the ground, it WILL eventually start rotting if it hasn't already, so you may want to review soil treatments to knock down the wandering subterranean termite colony from setting up shop. If the wood does not have a finish you could look into using some BoraCare to kill/deter termites, but do the reading on it; it can be pressure treated, but if wood is painted or otherwise coated so the actual surface of the wood isn't open, then you won't have good penetration of the BoraCare, and likely won't last very long protection wise. BUT it is a great, safe and easy to use product that should provide decent protection for that structure if you can use it.
I am not an expert, but I just removed a rotting wood deck built around 20 years ago (built before I bought the house) that had been improperly seated in direct contact with the ground. SO LOTS OF READING/RESEARCH in the last month...
Despite the wood deck being pressure treated boards, it still rotted, and had a nice termite colony move in. I found 4 mud tunnels in a 3 foot range. Once we removed that section, we chose to do a complete house trenching/perimeter treatment with some pro termiticide called Taurus SC(it's generic Termidor SC - both have the active ingredient Fipronil same thing as in some types of pet flea protection). It is however very toxic to most insects and can be harmful to other wildlife and may not even be sold to homeowners in your area (it is in mine because it is the only thing that kills raspberry crazy ants and the best long term termiticide). So had to be really careful, and took extra cautions about runoff/removed and protected any plantlife that might attract bees since they are one of the susceptible beneficial creatures that can be killed if they come into contact (is also harmful if it does get into the water table/runoff into aquatic areas as it will kill fish/other fauna). BUT used according to directions it is safe for pets/people and once the treated soil is dry pretty much safe to everything else except for anything that burrows into it.
It is a non-detectable, slow kill termite/ant/roach/general insecticide that will bond with the soil and stay there for 10 years if done properly. So termite passes through the area, it picks it up, takes it back home, and anything it touches in the colony (other bugs/walls etc) also get contaminated and when ingested during feeding/grooming, will poison them over a longer time period. This means the whole colony including the queen will eventually be destroyed and they'll not know to avoid the areas since it's not detectable like other regular insecticides.