About / The inspector
Who runs this site
I'm a Flutter and full-stack developer with three years of production experience — the kind where apps have real users, real payments, and real 2 a.m. incidents. I founded Telezoid, a Telegram bot development agency, where I build and operate automation that businesses depend on daily.
I'm also a vibe coder. Claude Code, Cursor, and MCP are in my daily toolchain for real client work — I'm not a skeptic writing about AI tools from the outside. That's exactly why this site exists: I've seen precisely where AI-generated code shines, and precisely where it quietly ships an unlocked door. The gap between "the demo works" and "this survives production" is where all my rescue work comes from.
What this site is
An expert layer for people who build with AI. Practical guides for the problems vibe coders actually hit, free tools that run entirely in your browser, and a fixed-price audit service for when you want a human engineer to verify what your AI built before real users trust it.
What this site is not
It's not anti-AI-coding content — I'd be arguing against my own workflow. It's not a content farm; every page here is written and maintained by me. And it's not a funnel to a retainer: the audit service is deliberately fixed-price and self-terminating, ending with you able to run your app without me.
Editorial policy
- Every guide is tested on a real project before publishing. Commands are run, not imagined. Where I can't verify a number (vendor pricing changes weekly), it's marked for verification rather than stated as fact.
- Affiliate links never change verdicts. Some tool links earn a
commission (marked with
rel="sponsored"). Comparisons are written from audit experience first; the verdicts would read the same with every affiliate program deleted. - Dates are honest. Every article shows its publish and last-updated dates, and updates are real revisions, not date bumps.
Get in touch
Email shiblivalliyoth42@gmail.com or WhatsApp +91 85930 49179. I answer within one business day — details on the contact page.