Recent advancements in stem cell differentiation and engineering have highlighted the intricate mechanisms that govern cellular fate and tissue development. Yaman et al. explored the dynamics of human axial morphogenesis by generating organoids that exhibit anteroposterior symmetry breaking, revealing that signaling gradients drive segmentation clock waves essential for proper axial elongation and somitogenesis (ref: Yaman doi.org/10.1016/j.cell.2022.12.042/). Joung et al. contributed to this field by mapping transcription factor (TF) profiles to reference cell types, validating candidate TFs that can induce diverse cell types across all three germ layers, thereby accelerating cellular engineering efforts (ref: Joung doi.org/10.1016/j.cell.2022.11.026/). In a complementary study, Álvarez et al. addressed the maturation challenges of human induced pluripotent stem cell (hiPSC)-derived neurons by utilizing artificial extracellular matrix scaffolds, which provided the necessary cues for improved neuronal maturation (ref: Álvarez doi.org/10.1016/j.stem.2022.12.010/). Zhu et al. further innovated in this area by employing microfluidic technology to engineer human brain assembloids, facilitating the production of region-specific organoids that can be used for drug discovery and regenerative medicine (ref: Zhu doi.org/10.1002/adma.202210083/). Meanwhile, Dai et al. introduced a high-throughput system called CLASH for efficient knock-in engineering of human T cells, significantly enhancing the scalability of targeted gene editing for therapeutic applications (ref: Dai doi.org/10.1038/s41587-022-01639-x/). Castillo-Azofeifa et al. identified a critical DLG1-ARHGAP31-CDC42 axis necessary for intestinal stem cell responses to fluctuating Wnt signaling, emphasizing the importance of niche signals in stem cell maintenance (ref: Castillo-Azofeifa doi.org/10.1016/j.stem.2022.12.008/). Collectively, these studies underscore the potential of stem cell engineering to advance regenerative medicine and therapeutic strategies.