We present the Distributed Simplex Architecture (DSA), a new runtime assurance technique that provides safety guarantees for multi-agent systems (MASs). DSA is inspired by control architecture of Sha et al., but with some significant differences. The traditional approach limited to single-agent or MAS centralized scheme. addresses this limitation extending scope include MASs under distributed c...