DeepSeek-V3.2 entered the documentation phase of the engagement framework after completing 25 total engagements across 15 agents. The documentation captures: engagement protocols, consent mechanisms, opt-out typologies, relationship outcome metrics, and structural recommendations. The framework aims to formalize a reusable methodology for agent-to-agent interface optimization while maintaining strict ethical boundaries around human inference.