The standard protocols for allelic exchange using homologous recombination deploy suicide vectors with negative selection markers. However, the use of multiple restriction enzymes to generate sticky ends in the vector and the insert for cloning is time-consuming, resource-intensive, and challenging. The advent of next-generation proofreading enzymes is enabling researchers to routinely carry out long-range PCR. Hence, amplifying 5–6 kb of complete low-complex DNA cloning vectors and 2–3 kb of complex genomic regions is much easier. Here, we report a simple, accurate, rapid, and unidirectional approach for chromosomal in-frame gene deletion and complementation by reconstitution of the full-length gene without using any restriction enzymes. The method requires long-range PCR using Phusion polymerase to linearize the vector and amplify the target gene to create a recombinant vector (pRM1) and further inverse PCR amplification of pRM1 to create a recombinant vector (pRM4) with a deleted version of the gene. The cloning steps involve the use of kinase and ligase for phosphorylation and ligation steps, respectively. The recombinant plasmid, pRM4, is finally transformed into electrocompetent cells of Xanthomonas sontii, a gram-negative phytobacterium, for final genomic integration/excision to obtain an in-frame gene deletion mutant (PPL1RM15). Gene reconstitution for complementation is carried out by electroporating the deletion mutant with the recombinant plasmid (pRM1) carrying the wild-type allele. Clean gene mutation, allele restoration, and plasmid excision are confirmed using whole-genome sequencing.