We explore the properties of a recently proposed background independent exact renormalization group approach to gauge theories and gravity. In the process we also develop the machinery needed to study it rigorously. The proposal comes with some advantages. It preserves gauge invariance manifestly, avoids introducing unphysical fields, such as ghosts and Pauli-Villars fields, and does not require gauge-fixing. However, we show that in the simple case of $SU(N)$ Yang-Mills it does not completely regularize the longitudinal part of vertex functions already at one loop, invalidating certain methods for extracting universal components. Moreover, we demonstrate a kind of no-go theorem: within the proposed structure, whatever choice is made for covariantization and cutoff profiles, the two-point vertex flow equation at one loop cannot be both transverse, as required by gauge invariance, and fully regularized.
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