AIToday
Large Language ModelsAI Coding AssistantsZenn AI/MLPublished: Nov 10, 2026, 19:01 JST

Zenn guide: rewrite AI drafts into your own verified article

Send on LINE
Zenn guide: rewrite AI drafts into your own verified article

3 Key Points

  1. What happened

    A Zenn post lays out five steps for rewriting AI-generated technical drafts, starting by pasting terminal logs like a build error and adding a personal line under each heading.

  2. Why it matters

    The piece argues AI handles structure while the author supplies what actually happened, so specific version, OS and config details are what make a draft readable as a real test record.

Not sure about something? Ask the AI

Questions and answers are published on this page.

Summaries like this, every morning.

Context & Analysis

The post starts from a common frustration: an AI draft can have a clean structure yet feel like someone else wrote it. Its diagnosis is that AI supplies the outline while the author holds the facts of what actually happened, so the rewrite is mostly a matter of adding the latter.

The concrete material comes early. Before editing, the author pastes the full terminal log and error messages, such as a build failing with "Cannot find module '@/lib/config'", at the end of the draft. Under each heading, a single personal sentence is inserted ahead of the AI's explanation — the example notes getting stuck for 30 minutes on the paths setting in tsconfig.json. Official-documentation summaries are then cut and replaced with links, since the post argues the value lies in the record of use, not the summary.

Only after that does style come into play. By this point AI and human sentences may be mixed, and the author mentions AI humanizers as one way to smooth stiff phrasing while warning that losing the added specifics would defeat the purpose. Reading the result aloud is the last check. The closing note frames the division of labor simply: AI is good at structure, the author knows what happened.

FAQ
What three things does the author say AI drafts lack?
Details of the author's own environment (version, OS, setup), the points where they got stuck (error messages, trial and error), and the reasons behind their choices (why this library or design).
Can I use an AI humanizer to smooth the writing?
Yes, the post says it is one option for making stiff AI sentences read naturally, but you must check that the specific details added in steps one to three have not disappeared.
What is the final step?
Read the whole piece aloud and fix any expressions you would not normally use.
Send on LINE

AI news that matters for your work, delivered every morning.

Pick your industry and the AI tools you use, and get news related to your work every day.

Free · 30 seconds with Google · unsubscribe anytimeWhat is AIToday? →

Ask AI

Ask AI anything about this article. The AI reads this article, earlier AIToday articles, and Wikipedia, and cites its sources. Q&As are published on this page for other readers too.

Questions and answers are published on this page.

Related Articles

Next articleShane Melaugh flags Claude Opus 5.5 reasoning shift after November 3