Last updated: October 26, 2026
SkillWisor publishes hands-on guides on AI engineering: LLM internals, AI agents, production AI and AI delivery. This page explains how articles are written, checked and kept up to date, so you know what you can rely on.
Who writes SkillWisor
Every article is written and reviewed by Naresh Matta, an AI Delivery Manager based in Bangalore with more than 15 years of experience running AI, data and quality programs for large technology clients. SkillWisor is independent: no employer or client reviews or approves what is published here, and the views are his own.
What we publish
- Build notes and paper implementations — things we have actually built or run, with code and results.
- Explainers — how a technique works, written for engineers who want to use it.
- Analysis — our view on AI developments that matter to builders and delivery teams, clearly labelled as opinion.
Our standards
- Tested code. Code in tutorials is run before publishing. Where it matters, we state the hardware, library versions and models used.
- Primary sources. Claims about models, papers and tools link to the original paper, official documentation or announcement.
- Clear labelling. Opinion, prediction and sponsored content are marked as such.
- Dated content. AI changes fast, so articles show when they were published and when they were last reviewed.
Use of AI tools
We use AI tools for research support, outlining, editing and diagrams. A person decides what to publish, checks the facts and code, and adds first-hand testing and experience. Nothing is published without that review, and we do not publish automatically generated articles in bulk.
Keeping content current
We regularly review older articles. Outdated posts are updated, merged into a better guide, or unpublished.
Corrections
Found an error? Email skillwisor@gmail.com or use the Contact page with the article link and the issue. We fix confirmed errors promptly and note significant corrections at the end of the article.
Advertising, sponsorships and affiliates
SkillWisor may show ads and may include sponsored posts or affiliate links. Advertisers and sponsors never control editorial content. Sponsored posts and affiliate links are always disclosed. See our Privacy Policy for how advertising cookies are used.