alcohol–alkyne reductive cross‐coupling is described as a convergent solution to the synthesis of deoxypropionates. This approach offers superior step‐economy in comparison to available strategies based on multistep iterative chain elongation. The technique is demonstrated in a concise synthesis of the C1–C11 subunit of borrelidin, and a total synthesis of (−)‐vittatalactone.