Executive Summary - Compaction is a context-management pattern used across agent systems to compress prior context into a denser working state for long-running tasks. - SentinelLABS evaluated OpenAI’s native Responses API implementation against our automated malware analysis evaluation harness to measure real-world impact on task quality and cost. - Compaction reduced input tokens by ~86% with n...