Wang et al. engineer Escherichia coli to overcome the limits of diffusive intercellular communication. By coupling intercellular signaling with positive feedback and cell growth, they generate signals that travel faster than diffusion and accelerate over time. This system offers a tunable framework for rapid, long-range coordination in microbial communities.