Analyzing how OpenAI's Apps SDK extension with _meta field violates MCP's design philosophy, creating dialects that may fragment the standard like SQL or CSS.
Articles by grapeot
管理AI：你职业生涯中最重要的一次晋升
将常见的AI使用挫折重新定义为管理问题。当把AI当作实习生而非工具时，不可靠、幻觉和代码质量等问题都可以通过建立信任、层级分工等成熟的管理原则来解决。
Managing AI: The Most Important Promotion of Your Career
Addresses common AI frustrations by reframing them as management problems. When we treat AI as an intern rather than a tool, issues like unreliability, hallucinations, and code quality become solvable through established management principles like trust-building and hierarchy.
当AI不work：我如何最终实现自动化财务决算
记录在API因合规问题被拒后，使用视觉大模型从截图提取财务数据，实现十年手动记账流程的自动化。展示了本地模型、交叉验证和人机协作工作流如何安全处理敏感金融数据。
When AI Fails: How I Eventually Automated My Personal Finances
Documents automating a decade-long manual financial reconciliation process using vision LLMs when API access was blocked by compliance. Demonstrates using local models with screenshots, cross-validation, and human-in-the-loop workflows to process sensitive financial data.