Not sure whether these would do the job as your medium might be bark which is very loose, but if medium is a little more firm/tight then try Florist pins(small) or the bigger ones that landscapers use to hold down weed barrier sheets. Just make sure to push pins in at an angle to get better hold of the soil.
