Recent advances in formal C(sp2)–H functionalization of aldehyde‐derived N,N‐dialkylhydrazones (substitution at the azomethine carbon atom) are highlighted, with a focus on radical‐mediated processes that open up new opportunities for C–C bond formation, such as alkylation reactions with the aid of hypervalent iodonium reagents or polyhaloalkanes, as well as for carbon–heteroatom bond formation (C–N, C–P). Cascade sequences based on these reactions, and leading to (hetero)cyclic frameworks, are also discussed.