We investigate the linear codes derived from the zero-divisor graph of the finite local ring for an odd prime . Using an equitable partition of , we determine the parameters of the binary incidence code of and construct induced bipartite subgraph codes achieving dual minimum distance . Over , we parameterize the adjacency and Laplacian codes, derive the closed-form weight distribution of the Laplacian code via the MacWilliams identity, and establish its LCD property. Additionally, we determine the automorphism groups of the graph and its matrix codes. Finally, from extremal subgraphs of , we construct two families of Griesmer-optimal linear codes over , comprising a constant-weight minimal code and an optimal two-weight code.

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