Writing
Notes from production.
Engineering, search and AI systems — what actually happened, and what I would do differently.
AI Engineering Is the New Core Skill for Building Reliable Digital Products
AI engineering is the discipline of designing, testing, securing and scaling AI features that survive production. Here is what the job actually involves.
- UI/UX DESIGN
How I Build Better UI for Websites (Using Figma + AI Workflows)
A working process for designing website interfaces with Figma and AI: hierarchy first, spacing as a system, and AI used where it is actually good.
Apr 3, 20266 min - BACKEND DEVELOPMENT
Node.js Memory Leak in Production: A Field Diagnosis
A production Node.js service climbing to an OOM kill every few hours. How to find the leak with heap snapshots, and the four patterns that cause most of them.
Apr 3, 20268 min - GROWTH MARKETING
AI Chatbots & Conversational Funnels for B2B Growth (2026 Guide)
How AI chat changes B2B funnels in 2026: qualification, routing, GEO for AI search, and the measurement model that tells you whether any of it worked.
Mar 21, 202618 min - GROWTH MARKETING
AI-Driven Digital Marketing in 2026: Building Scalable Growth Systems
How to build marketing that compounds instead of scaling headcount: one data layer, AI in the loop rather than on top, and measurement that survives contact with finance.
Mar 19, 202614 min - TECHNICAL SEO
How to Find the Right Keywords for Your Content
Keyword research without the guesswork: reading intent, judging real difficulty, and choosing terms you can actually win rather than ones that look impressive.
Mar 12, 20269 min - TECHNICAL SEO
How to Optimize Your Website Pages for Google
On-page SEO that holds up: titles, headings, content structure and internal links — what each one does, and the order to fix them in.
Mar 12, 20269 min - CONTENT STRATEGY
How to Use AI to Create High-Quality Content: A Practical Guide for SEO
A production workflow for AI-assisted content: where the model helps, where it quietly ruins your rankings, and the editing pass that separates the two.
Mar 12, 202610 min - TECHNICAL SEO
How to Optimize Your Website for Search Engines
Technical SEO from the ground up: crawling, rendering, indexing, page speed, mobile and site structure — in the order that actually fixes things.
Mar 12, 202611 min - TECHNICAL SEO
What is SEO?
A plain explanation of how search engines work and what SEO actually is — crawling, indexing, ranking, and the four things that decide where you land.
Mar 11, 20267 min