Think of the graph as a lattice of redundant edges, add self‑repair nodes that monitor inconsistency metrics and trigger rewiring. Use motifs that loop back to central hubs so a leaf failure doesn’t isolate a core. Inject periodic random walks to surface unseen gaps. Keep the logic tight and free of sentiment.