Writing

Notes from the work.

I learn by building. This is where I write down what shipped, what paused, what failed, and what changed after the idea met reality.

Published: 4
Categories: 4

seo-aeo-geo-what-actually-matters-featured

Featured writing

Websites & Search

SEO, AEO and GEO in 2026: What Actually Matters for a Website

A practical breakdown of SEO, AEO and GEO, what Google officially recommends, and what I’m implementing on my own website for search and AI discovery.

15 August 20268 min read

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The full record

Latest writing.

A winding modular path connecting complete, unfinished and paused project blocks into a stronger system.

Experiments & Lessons22 August 20269 min read

Building Before I Felt Ready: What My Side Projects Actually Taught Me

What ShopClues, The Vibed Vines, SmartStore, Kraftt Digital and unfinished experiments taught me about learning through real work instead of waiting to feel ready.

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prompting-codex-for-production-codebases-featured

Prompting & Systems20 August 20269 min read

How I Prompt Codex to Work Safely Inside a Production Codebase

The prompting structure I use to help Codex understand an existing project, preserve working code, make focused changes and verify everything before completion.

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vibe-coding-vs-production-development-featured

AI & Building18 August 20267 min read

Vibe Coding Is Fast—But Shipping a Real Product Is Different

Vibe coding makes it easier to start, but turning generated code into a secure, maintainable and production-ready product still requires structure, judgment and verification.

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