While some astragalus supplements are considered safe at recommended doses, it is essential to follow dosage guidelines provided by healthcare professionals or manufacturers. Avoiding products derived from toxic species is paramount. Individuals should consult with a healthcare provider before starting any new herbal supplement, especially if they have underlying health conditions or are pregnant.