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Practical writing on AI engineering, e-commerce architecture, and the craft of building software that lasts.

AI EngineeringJune 10, 2025·9 min read

Building RAG Pipelines for Production: Lessons from the Field

Retrieval-augmented generation is powerful but fragile at scale. Here's what we learned shipping three production RAG systems in 2024 — chunking strategies, reranking, and eval frameworks that actually work.

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E-commerceMay 15, 2025·7 min read

How We Took a 6-Second Shopify Theme to Sub-2s Load Time

A behind-the-scenes look at rebuilding OnePrint's storefront as a headless Next.js app — what we changed, what we learned, and why most Shopify themes are performance dead ends.

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Web & CMSApril 22, 2025·6 min read

Multilingual Next.js with RTL Support and Sanity CMS

Supporting Arabic (RTL) alongside English on the same codebase is trickier than it looks. We document the exact patterns — i18n routing, CSS logical properties, and Sanity locale fields — that made EuroGulf's site work.

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Product StrategyMarch 30, 2025·5 min read

When to Use AI in Your Product (and When to Not)

AI is not a feature. It's an architectural choice with real tradeoffs. Here's the framework we use to decide whether a client's problem actually benefits from LLMs — and when a simple algorithm is the better call.

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