What this case covers
The author publicly shares an AI content factory formed through three years of daily updates and more than 400 iterations, covering material organization, article splitting, writing, titles, removing AI flavor, and publishing final review.
Questions it answers
- Why do AI articles seem fake?
- How does the system first get to know the author?
- How are materials split into multiple pieces of content?
- How are titles and removing AI flavor divided?
- How do platform red lines enter final review?
Our observations
- Stable output comes from a complete process, not magic prompts.
- The author's experience and judgment must become fixed inputs.
- Quality and compliance require independent final review; the generation stage cannot certify itself.
From the author
It is not a few prompts, but a complete process that can run all the way to text review and publishing final review.