Connectomics has delivered on its promise to map neuronal circuits at scale and at synaptic resolution. In this Review, Helmstaedter describes recent methodological achievements and remaining challenges in synaptic-resolution connectomics while synthesizing expanding connectomic mapping ambitions that include resolving local circuits of larger brains and screening of connectomes.