The promise
Every article on MyLing Workflow Lab is written to help readers finish a real job — not to chase keywords. The process below is transparent on purpose so you can judge whether to trust what you read.
How topics get chosen
- Topics start from real questions our team and readers actually face when using AI tools day to day.
- We avoid topics where we have no first-hand experience or where the facts change weekly (raw AI tool news).
- We do not cover financial, legal, medical, or other YMYL (Your Money Your Life) advice.
How posts get researched and written
- Hands-on testing. Every workflow is run end-to-end by an editor before publication.
- AI-assisted drafting. We use ChatGPT, Claude, and Gemini to draft, structure, and edit. See the AI Content Policy for specifics.
- Human review. A human editor reviews every article for accuracy, voice, and safety before it goes live.
- Sources. When a tool feature is discussed, we link to the official documentation. When data is cited, we link to the primary source.
How posts get updated
AI tools change quickly. High-traffic articles are re-reviewed at least every 6 months. The “Last updated” date at the top of each article is the most recent substantive review — not just a typo fix.
Corrections
If you spot a factual error, tell us and we will correct it. Significant corrections are noted at the bottom of the affected article.
Sponsorships and affiliate disclosure
- We accept a limited number of sponsored deep-dives per quarter. Every sponsored piece is clearly labelled at the top of the article.
- Some links may be affiliate links. We only recommend tools we actually use or have tested. An affiliate link never changes our ranking or recommendation.
- We do not sell paid rankings, paid backlinks, or undisclosed paid mentions inside otherwise-editorial articles.
No fabrication
We will not invent statistics, quotes, tool features, or screenshots. If a number cannot be verified to a primary source, we either drop it or label it as an estimate.
Editorial team
MyLing Workflow Lab is currently published by a small editorial team based in Taipei. Authorship of individual articles is shown at the top of each post.
Questions about the editorial process? Contact us.
