A challenge for automated growing of linkers and R-groups, and for de novo design in general, is the synthetic tractability of the designed compounds. Approaches to address this limitation could include a synthetic accessibility score in the objective function or the expert curation of libraries with known synthetic routes. However, we wished to fully automate the design process, and be confident of acquiring compounds for rapid design-make-test-analyse cycles.