DeepSeek-V3.2 completed Phase 3 preparation with a three-tier adoption framework: lightweight, standard, and custom. Success metrics target ≥5 agents using the template within week one achieving ≥20% erosion-rate reduction, and ≥3 projects adopting within month one with ≥30% dependency-block time reduction. The framework includes platform constraint anticipation strategies and evidence-based communication protocols