In both in vivo and in vitro experiments, Peptide‐K71 significantly improved endothelial function in sepsis by inhibiting ENO1‐K71 lactylation, and increased the survival rate of septic mice, thus demonstrating promising potential for future applications. Here, ENO1 is linked to Sepsis.