Efficient gene editing of Escherichia coli BL21 (DE3) holds significant practical value as a host for heterologous protein expression. Recently reported CRISPR-Cas9 editing systems for this strain exhibit a trade-off between efficiency and toxicity. In this study, we addressed this trade-off by employing the strategy to transiently induce Cas9 expression in the high-copy plasmid during the editing stage. Furthermore, we demonstrated that eliminating the sgRNA-expressing plasmid using a temperature-sensitive replicon, combined with SacB for removing the Cas9-expressing plasmid, exhibited higher efficiency compared to previously reported strategies for editing system removal. We assigned this optimized CRISPR-Cas9 genome editing system as the pEBcas9/pEBsgRNA system, which has successfully achieved efficient five rounds of genome editing and simultaneous editing of multiple loci in E. coli BL21 (DE3). Using this system, we identified several loci suitable for multi-copy integrated expression of exogenous genes. Overall, the pEBcas9/pEBsgRNA system may facilitate the application of E. coli in both industrial and academic fields.