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    Home » How to Write Insightful Technical Articles
    Artificial Intelligence

    How to Write Insightful Technical Articles

    ProfitlyAIBy ProfitlyAIAugust 9, 2025No Comments10 Mins Read
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    , I focus on how one can write technical articles. I’ve been writing such articles for round 2.5 years, and I’ll undergo my experiences, how you could find your personal area of interest, and what it’s good to bear in mind when writing an article.

    The aim of this text is to show about technical writing and the several types of technical articles. Moreover, I’ll focus on the big advantages I’ve had from writing and a few classes I’ve discovered from my writing.

    The infographic highlights the contents of this text. I’ll focus on my motivation for the article, several types of technical articles, discovering your area of interest, and my learnings from technical writing. Picture by ChatGPT.

    You can too learn my article on Benchmarking LLMs and take a look at my website, which contains all my information and articles.

    Desk of Contents

    Motivation

    My motivation for this text is that I’ve been writing articles for about 2.5 years. I made a decision to replicate a bit on my writing journey and why writing technical articles is without doubt one of the greatest selections I’ve made thus far in my profession.

    • Studying the subjects higher: The easiest way of studying is to show others. That is basically what you’re doing when writing technical articles.
    • Networking: You get to attach with a whole lot of readers of your articles and different writers doing the identical as you. This presents alternatives each for gaining a following and studying from others.
    • Monitization: In case you have sufficient readers, writing can also be a method of economically supporting your self, although I preface that this shouldn’t be your main motivation to begin writing.

    I imagine the primary level on studying subjects outweighs some other profit I’ve had from writing. Writing gives an avenue to each educate others a couple of subject and concurrently additional deepen your information on a subject. Instructing others is one of the best ways to study one thing your self.

    I discover it extremely rewarding to write down an article to show others whereas additionally additional enhancing my understanding of a subject via writing about it. I actually reckon this to be one of many best components of practising technical writing, and a big motive I like to recommend that you just additionally write technical articles.

    Forms of technical articles

    • “ …” programming articles
    • Testing/reporting on new releases
    • Train a couple of subject
    This taxonomy highlights some several types of technical articles. Picture by ChatGPT.

    “” articles

    A how-to article is an article detailing the way to do one thing inside programming. It could possibly be as particular as the way to make the most of a specific Python bundle, or as obscure as how to use context engineering. These are the sorts of articles I desire to write down, as they match each inside what I take pleasure in writing about and the sorts of articles I obtain the inspiration to write down about. For instance, I make the most of a brand new framework in a challenge, or find out about a subject (for example, context engineering), and write a selected article on the way to make the most of the framework, or the way to do one thing particular throughout the subject.

    Testing new releases

    A whole lot of technical articles additionally give attention to testing out and reporting on new releases. These days, most of those revolve round testing new LLM fashions, such because the latest Qwen 3 launch or Grok 4. I recurrently learn such articles to remain on prime of every part taking place within the AI area and to know the efficiency of various fashions. I additionally tried writing such articles myself for some time, however I discovered it a bit monotone.

    Instructing a couple of subject

    One other frequent technical article is one educating a couple of particular subject. These articles normally cowl wider areas than the “how-to” articles, however may be enormously useful. These sorts of articles may be introductory articles to a subject, a deep dive article for skilled readers, or something in between. I normally learn such articles when stepping into a brand new subject, or to remain on prime of subjects I’m notably inquisitive about. It’s best to observe that these articles are sometimes very time-consuming to make, however they usually symbolize a few of the highest-quality articles I learn on-line.

    Discovering your area of interest

    When writing, it’s important to seek out your area of interest. Discovering your area of interest entails discovering the forms of articles:

    • You take pleasure in writing (and also you’re good at writing)
    • Your readers take pleasure in studying

    Your area of interest may be tremendous particular (i.e., solely Python AI tutorials), or it could actually solid a wider web, resembling “How-to” tutorials for AI.

    This determine highlights discovering your area of interest. Your area of interest might be a mixture of the forms of articles you take pleasure in writing and that your (future) readers take pleasure in studying. For me, I discovered it with “how-to” articles, overlaying subjects I’ve labored on: Context engineering, Using OpenAI Whisper, or Constructing a RAG System. Picture by ChatGPT.

    To seek out your personal area of interest, I like to recommend you strive writing the totally different article sorts I listed within the final part. An important facet is to seek out one thing you take pleasure in writing about. This will, after all, additionally change over time. After discovering what you take pleasure in writing about, it’s good to begin writing articles recurrently. I write round as soon as per week, which I feel is an efficient steadiness between persistently sharing my information on-line, whereas additionally avoiding inventive burnout by writing too usually.

    Moreover, I additionally discover that it’s normally a lot simpler to write down about subjects on which you’ve some background information. For me, for instance, I write largely about AI, which I work with day by day at my full-time job. This offers me a whole lot of background data, which is helpful for the article, and gives me with inspiration for subjects to write down about.

    My learnings

    Enhancements for every article

    I’ve discovered quite a bit via writing for two.5 years. I see huge enhancements between my first article and my present articles. My aim has at all times been to attempt to enhance one thing particular for every article. This fashion, I can see appreciable enhancements over a sequence of articles. Thus, my first studying is to attempt to enhance one thing in every article you write.

    Listing of concepts

    The concepts for my article normally come from subjects I work on, in addition to studying LinkedIn, X, and Medium. I then study extra concerning the subjects and write an article on them. Concepts can come at any time, whether or not or not it’s whereas scrolling social media or whereas taking a stroll. I thus suggest conserving a listing of various concepts you wish to write about. I maintain this listing in Google Preserve, so I can entry it each by way of my cellphone and pc.

    Once I then sit down on Sundays to write down an article, I can select one from my listing of concepts. I discover this a lot easier than having to give you a subject to write down about on the spot.

    Article define

    After I selected my concept to write down about, I created a top level view for the article. I discover that this makes the article simpler to learn (the content material is extra coherent), and it’s simpler for me to have an summary whereas writing the article. I do that by first writing down all of the headers and subheaders in my article, earlier than writing the rest. This helps me scope what to incorporate and exclude in my article, and makes it simpler to maintain the crimson thread within the article. You possibly can naturally add or take away headlines afterward, however I discover that originally writing down all of the headlines makes the writing course of simpler and the output higher.

    Whereas writing, I additionally attempt to interrupt the method as little as potential. For instance, suppose I consider one thing I’ve to incorporate within the article whereas writing (for instance, an article I wish to seek advice from). In that case, I write “TODO to seek out the article to seek advice from right here” in my article, after which proceed writing. After ending the article, I then got here again to this TODO and did the duty. This fashion, you keep away from an interruption. I like to recommend minimizing the variety of interruptions whereas writing as a result of it takes fairly a little bit of time to get into the writing rhythm once more after being interrupted. Maintaining the interruptions to a minimal makes you a way more environment friendly author, whereas you can too bear in mind every part it’s good to do, utilizing the TODOs.

    Guidelines

    One other essential studying I made is to keep up a guidelines of every part it’s good to do for every article. There are a whole lot of various things it’s good to bear in mind to do, and easily sustaining a guidelines you fill out for every article ensures you bear in mind every part. My guidelines, for instance, contains:

    • Add featured picture, subtitle, excerpt, tags, and class
    • Undergo the article with Grammarly for spell verify
    • Guarantee all code within the article has syntax highlighting
    • Share the publish on LinkedIn and X
    • …

    Writer

    I additionally extremely suggest discovering a writer on your articles. This could possibly be a publication on Medium or a separate web site resembling Towards Data Science. Having a writer ensures much more folks view your article, which is important each on your motivation when writing and for sharing your information with as many individuals as potential.

    Preserve writing

    I genuinely imagine consistency is without doubt one of the most essential elements when writing. It’s best to discover a particular interval you possibly can keep over a time frame. It could possibly be as soon as a month, as soon as per week, or some other interval you like. It’s best to then attempt to stick with that schedule over time, whereas bettering one factor of your articles every time. Over time, you can find that your articles vastly enhance, and extra individuals are studying your content material.

    Conclusion

    On this article, I’ve mentioned the way to write technical articles. I mentioned the several types of technical articles you could find on-line and the way you could find your personal area of interest when writing. I imagine writing gives monumental advantages, not just for the folks studying, but additionally for the writer explaining a subject. That is additionally the explanation I’ve stored writing over time. Lastly, I mentioned a few of my very own learnings from writing, resembling conserving a constant writing schedule, sustaining a guidelines for every article, and discovering a writer.

    👉 Comply with me on socials:

    🧑‍💻 Get in touch
    🔗 LinkedIn
    🐦 X / Twitter
    ✍️ Medium



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