The unexpected 1,2‐addition of various alkyl Grignard reagents to nitro groups is described. A simple treatment of a 2‐nitropyridine N‐oxide with an alkyl Grignard reagent results in a 2‐[alkyl(hydroxy)amino]pyridine N‐oxide as the result of a 1,2‐addition to the nitro group. Moreover, 2‐(alkylamino)pyridine N‐oxides can also be obtained from this 1,2‐addition after a reductive workup by using NaBH4/FeCl3. This work shows another facet of the reactions between alkyl Grignard reagents and nitro groups, and provides a simple method for the formation of carbon–nitrogen bonds without a transition metal catalyst.