AI development company, vibe coding agency or AI product studio: which do you need?
What the labels really mean, the two meanings of "AI development", and which kind of provider fits five common situations.
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Practical guides to building apps with AI
Written for founders and product owners, not for developers. Each guide answers one question directly, links every outside claim to its source and says plainly when you do not need to hire anyone.
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How to choose an AI development agency: 12 questions to ask before you sign
Twelve questions on review, ownership, process and support, each with what a good answer sounds like and the warning sign to listen for.
How long does it take to build an app with AI?
Realistic ranges, what AI speeds up and what it does not, the factors that add weeks, and how to land at the short end.
Supabase or a custom backend: when does your app need its own API?
Five signals that a managed backend is no longer enough, the middle path most products should take, and how to keep moving later easy.
Vibe coding vs hiring an agency: what founders should know
A stage-by-stage guide: when building it yourself with AI is right, where it stops, and when engineers are worth paying for.
Lovable or Bolt prototype to production: a checklist
Twenty-two checks you can run yourself, grouped by risk, with the order to fix them in and what needs an engineer.
Is AI-generated code secure? How we review it
Where AI-written code predictably goes wrong, the five layers of review we apply, and four checks you can run without reading code.
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