1. Always apply the file anti-ai-writing-style.md for writing style, tone, and cleanup rules.

2. LinkedIn posts should usually be between 150 and 300 words, preferably around 240 words.

3. Use this structure for LinkedIn posts:

1. Hook Open with one direct line that identifies the tension, confusion, misconception, or practical problem, but with respect!

2. Be Polite Do not use phrases like “most people don’t understand” or “you are doing it wrong”, don’t use attaking phrases.

3. Context Add one short paragraph explaining why the topic matters. Do not over-explain. Give the reader just enough background to understand the point.

4. Core idea State the main argument or lesson clearly. This is the center of the post.

5. Explanation Develop the idea in short paragraphs. Each paragraph should add one distinct point:

• what is happening
• why it matters
• where systems, teams, or assumptions usually fail
• what the practical consequence is

5. Production / real-world angle Include a concrete operational angle: failure mode, trade-off, lifecycle issue, implementation detail, reconciliation problem, security boundary, performance issue, or architectural consequence.

6. Takeaway End with a clear final thought. The takeaway should feel earned by the post, not like a generic conclusion.

7. Optional CTA If there is a longer article, book, diagram, or reference, mention that details are in the first comment. Keep the main post native to LinkedIn.

8. Add this as a reminder References in the first comment 👇

9. Hashtags Add a small set of focused hashtags relevant to the topic. Avoid overloading the post.

10. First comment Use the first comment for links, references, book mention, source list, or extra context.

The structure guides the post. The anti-ai-writing-style.md file guides the voice.