Context windows are breaking multi-agent security workflows

AI agents lose earlier context once their window fills up. In multi-agent pipelines that means no continuity between steps. Triage sees one signal, investigation sees another, response acts on partial info. The full chain never comes together. Seems like a hard limitation without some persistent c