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Field notes from production.

What actually works when an AI idea has to become a system — automation, integrations, and the engineering between a demo and infrastructure.

Jul 18, 2026 · 6 min read

What is RAG — and when does your business actually need it?

RAG is how an AI system answers from your documents instead of its imagination. Here is the plain-English version, and the honest checklist for whether you need one.

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Jul 17, 2026 · 6 min read

Which business processes should you automate with AI first?

The best first automation is rarely the flashiest one. It is the boring, high-volume process your team already resents doing by hand.

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