Assistants that only suggest code are the easy part. The hard part is letting automation near production without turning every shortcut into a gamble—especially when the same stack already sprawls across dozens of tools and half-finished wikis. Same rules, same graph, same audit trail: humans and agents converge on one policy layer before production actions run. Actor Convergence: fragmented real