Insights

Notes from the studio.

Practical thinking on shipping AI, data, and product engineering that survives contact with production, plus how we work as a team. No hype, just what we've learned building.

Digital TransformationOctober 2, 20265 min read

Vision 2030 digital transformation: a guide for Saudi businesses

Vision 2030 has made digital transformation a national priority. Here is what it means in practice for Saudi companies: the regulators and rules that matter, where technology creates real value, and a step-by-step way to modernize without disrupting the business.

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Product EngineeringOctober 2, 20266 min read

How much does app development cost in Saudi Arabia?

A practical guide to app development budgets in Saudi Arabia: what drives the price, indicative ranges by app type, Saudi-specific costs like Arabic support and local payments, and how to spend less without cutting corners.

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Generative AIMay 20, 20269 min read

RAG that actually works in production

RAG demos beautifully and breaks quietly. What separates a convincing prototype from a system you can put in front of customers is almost never the model.

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Product EngineeringApril 28, 20268 min read

How to ship an MVP you won't have to rewrite

Speed and durability are not opposites. A handful of decisions, made early and cheaply, let you move fast now without signing up for an expensive rewrite in a year.

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Data EngineeringApril 9, 20268 min read

When every team has its own numbers

Conflicting dashboards quietly erode trust and slow decisions. Fixing it is less about tools and more about definitions, modeling, and testing.

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Product DesignMarch 22, 20267 min read

Design and engineering belong in the same room

Beautiful mockups that die in handoff are a process problem, not a talent one. Here is how we keep design and build connected, with the rituals and the shared system that make it work.

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CultureMarch 5, 20268 min read

The principles we build by

Tools change and frameworks come and go. What keeps a studio's work consistent over years is a small set of principles everyone actually believes, and can point to in a code review.

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Ways of workingFebruary 14, 20268 min read

Remote-first that actually works

Remote-first is easy to announce and hard to do well. Here is what separates remote teams that thrive from ones that quietly stall, and the specific habits that get you there.

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