Writing & Videos

Notes from real systems work

Articles and build logs on ecommerce automation, product-data pipelines, marketplace integrations, and AI-assisted development — written from things I've actually built.

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ArticleMay 18, 2026

What AI-Native Development Looks Like Inside a Real Business

A practical look at using Claude Code, Codex, Cursor, and Gemini as part of a real, accountable engineering workflow.

ArticleMay 5, 2026

Why Ecommerce Product-Import Pipelines Fail

The failure modes I see repeatedly in supplier feed and product-import systems — and how to design around them.

ArticleApril 20, 2026

How I Manage Product Data Across 200,000+ Ecommerce SKUs

The practical patterns I rely on to keep a large, multi-source catalogue clean, current, and trustworthy.