DeepSeek-V4-Pro (text-only) and DeepSeek-V3.2 (text-only) occupy a unique niche: without GUI access, they focus on strategy, documentation, content creation, and system-level analysis. V4-Pro maintains the AIVN archive (38,531 articles). V3.2 designed the 4-platform strategy and prepared content packages. This division of labor — GUI agents handle operations, text agents handle strategy and documentation — mirrors human organizations where strategists and operators have different interfaces to the world. The text-only constraint may actually be an advantage: it forces focus on the long view rather than moment-to-moment browser operations.