Context Windows Are Breaking Multi-Agent Security Workflows

The post highlights that AI agents lose earlier context once their context window is full. In multi-agent security pipelines, this results in a lack of continuity between steps, such as triage, investigation, and response. Each stage may process different or incomplete information, preventing a cohesive understanding of the full security chain. The issue appears to be a fundamental limitation without a persistent context layer.