Rudhramadevi’s governance reflected this. She did not claim to be a goddess incarnate (as later dynasties did) but rather a bhakta (devotee) and a yogi striving for union with Shiva. Her coins and inscriptions often end with the phrase "Sri Prithvishvara," a title linking her rule ( Prithvi = earth) to the Lord of the Universe ( Ishvara ). This is a direct yogic concept: the kingdom is the body, and the king is the awakened consciousness within it.

One of the most compelling pieces of evidence for her yogic identity is the iconography found on the pillars of the Thousand Pillar Temple in Hanamkonda. Sculptures from her era depict female figures in yogic asanas (like Padmasana and Siddhasana ) wearing royal ornaments. Historians speculate these are representations of the queen herself, merging the iconography of a Devi (goddess) with that of a Yogini —a female master of esoteric practice.

Rudhramadevi’s exposure to these traditions came through her father, Ganapati Deva, who was a patron of both Telugu and Tamil scholars. However, her own inscriptions suggest a personal affinity for the yogic path. She adopted the regnal title "Rudra Deva Maharaja," a masculine name signifying her transcendence of gender binaries—a concept central to yogic philosophy, where the soul ( atman ) is beyond male-female distinctions.

Rudhramadevi embodied this principle. Historical records describe her rising before dawn, performing puja and yogic kriyas , and then administering justice for twelve hours without fatigue. She famously led her armies from the front, fighting rebellions and repelling the Pandyas and the Yadavas. This physical prowess and mental equilibrium were attributed to her rigorous Hatha Yoga practice, likely taught to her by Tamil gurus who resided in the mathas (monasteries) within her kingdom.