Dynamic covalent chemistry applied to polymers has attracted significant attention over the past decade. Within this area, this review highlights the recent research on polysaccharide-based hydrogels cross-linked by boronic-acid moieties, illustrating its versatility and relevance in biomaterials science to design self-healing, multiple stimuli-responsive, and adaptive biointerfaces and advanced functional devices. strategies and synthetic routes, compatibility with biological tissues, mechanical strength, high permeability to various solutes and high ionic conductivity) but, in addition, exhibit superior performance and cutting-edge properties. In particular, properties such as self-healing, 7 multiple stimuli-responsiveness, 8 and adaptive macroscale properties (shape-memory, stretchability, and reprocessability), [9][10][11] enable their use for real-world applications. 12 As the structure of physically cross-linked hydrogels is unstable under small environmental changes and present limited robustness, while the irreversible nature of chemical cross-links prevents their use in shear-thinning and self-healing applications, hydrogels based on dynamic covalent interactions have emerged as an attractive alternative to reach such high-value features. 13 Indeed, in comparison with non-covalent bonds (i.e. hydrogen bonds, 14,15 van der Waals interactions, 16 π-π stacking, 17 metal-ligand coordination, 18,19 electrostatic interactions, 20 or host-guest interactions 21 ), dynamic covalent chemistry exhibits higher stability and affords reversibility under specific conditions or stimuli. 22 The range of dynamic covalent chemistry that has been exploited to produce healable polymers includes nucleophilic substitutions, imine chemistry, Diels-Alder reactions, disulfide exchange chemistry, thiol-Michael exchange, transthioesterifications, boronic esters and boronates, Si-O exchange in siloxanes and silyl ethers, among others. 23 Briefly, the dynamic bond is a class of bond that can selectively, reversibly break and reform, under equilibrium conditions, without irreversible side reactions. 24 Dynamic covalent networks are influenced by external factors (such as temperature, water content, concentration, or the presence of Lewis bases, among others) and their components easily assemble and disassemble according to physicochemical cues. Due to their nature, dynamic bonds permit stress relaxation, material flow and higher stability, thus combining the advantages of both physically and