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Insights

Notes from the frontier of applied AI.

Practical thinking on building, shipping, and scaling intelligent software — written by the people who do it.

Engineering·8 min read

Shipping RAG to production without the hallucinations

Retrieval-augmented generation is easy to demo and hard to operate. Here is the architecture and evaluation discipline we use to make it reliable.

April 22, 2026Read
Strategy·6 min read

Building a pragmatic AI roadmap for UAE enterprises

The National AI Strategy 2031 is reshaping the region. We break down how organizations can move from ambition to measurable impact.

March 15, 2026Read
Design·5 min read

Design systems that scale with your product, not against it

A look at how we structure tokens, components, and governance so design and engineering move as one team.

February 8, 2026Read
AI·9 min read

How we evaluate LLMs before they touch a customer

Offline benchmarks lie. We share the eval harness, golden datasets, and human review loops we trust in the real world.

January 19, 2026Read
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