Most AI dev setups break down in exactly the same place: the layer between your tools and your providers. You may have: Claude Code on one account Codex using a different auth path Gemini CLI speaking another protocol a few API keys across multiple vendors mobile messages coming from Telegram, Feishu, or DingTalk At that point, the problem is no longer "which model should I use?" The problem is