Nitrite (NO2‐) and nitric oxide (NO) interconversion is crucial for maintaining optimum NO flux in mammalian physiology. This report herein demonstrates that [L2CuII(nitrite)]+ moieties (in 2a and 2b; where, L = Me2PzPy and Me2PzQu) with distorted octahedral geometry undergo facile reductions to provide tetrahedral [L2CuI]+ (in 3a and 3b) and NO in the presence of biologically relevant reductants such as 4‐methoxy‐2,6‐di‐tert‐butylphenol (4‐MeO‐2,6‐DTBP, a tyrosine model) and N‐benzyl‐1,4‐dihydronicotinamide (BNAH, a NAD(P)H model). Interestingly, a reaction of excess NO gas with [L2CuII(MeCN)2]2+ (in 1a) provides a putative {CuNO}10 species, which is effective in mediating nitrosation of various nucleophiles such as thiol and amine. Generation of the transient {CuNO}10 species in wet acetonitrile leads to NO2‐ as assessed by Griess assay and 14N/15N‐FTIR analyses. A detailed study reveals that the bidirectional NOx‐reactivity, namely nitrite reductase (NIR) and NO oxidase (NOO), at a common CuII site, is governed by the geometric preference driven facile CuII/CuI redox process. Of broader interest, this study not only highlights the potential strategies to design copper‐based catalysts for nitrite reduction, but also strengthens the previous postulates regarding the involvement of red copper proteins in denitrification.