Generative AI has changed the way we work with text. But exactly how we use it — and how we should not — is still something everyone has to figure out for themselves.
Here are our experiences from building Modulo CMS and writing its content.
Where AI Truly Helps
1. First Draft Structure
The worst part of writing is not the writing itself — it is the blank page. AI can quickly suggest an article outline. Not the final text, just the structure.
"Write me an outline for an article about headless CMS for small businesses" → you get 5-7 points. You discard three, adjust two, and one inspires a thought you would not have come up with on your own.
2. Technical Documentation
Documentation of API endpoints, parameter descriptions, request/response examples — this is content that AI handles well. It is factual, structured, without needing a "voice."
3. Revision and Proofreading
AI can find grammar errors, suggest better phrasing, shorten overly long sentences. As a proofreading assistant, it is excellent.
4. Translations for Testing
Quick translation to English to check whether the text makes sense in another cultural context. Not a production translation — just verification.
Where AI Hurts
1. Original Voice
AI text sounds like AI. It is correct, fluent, but without personality. If you want your blog to sound like you — your experiences, your humor, your opinions — AI will not help. Either you write yourself, or you lose your voice.
2. Facts and Numbers
AI hallucinates. Not always, but often enough that every fact must be verified. For marketing content it may suffice. For technical articles, it is a problem.
3. SEO Long-tail Content
If you generate content only for Google without real value for the reader, it might work short-term. Long-term — Google learns and content without value drops in rankings.
Our Philosophy
At Modulo CMS, we write texts ourselves. We use AI as a tool in the process, not as a content generator.
Specifically: the first draft is always ours. AI then helps with proofreading, suggests alternative phrasings for some sentences, checks the article logic. The result is always read and adjusted by human eyes.
Why? Because our readers are developers and entrepreneurs who value honesty. They recognize generic AI content immediately.
AI Integration into CMS — What We Are Planning
For a future version of Modulo CMS, we plan an AI assistant directly in the editor. Not for generating articles, but for:
- Suggesting meta descriptions based on the text
- Readability check (average sentence length, complexity)
- Suggesting internal links between articles
- Automatic category tagging
These are features where AI genuinely saves time without replacing human creativity.
Conclusion
AI is a tool. Like a hammer — you can build a house with it, but you can also hit your fingers. The question is not "use or not use," but "where and how."
For content creation: use AI for structure, corrections, and technical texts. Your voice and your experience — that AI cannot replace.
