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Notes for founderswho build.

Practical guides on validating ideas, product strategy and building MVPs that work.

AI12 October 2026

MVP Software Development in the Age of AI

MVP software development helps startups test ideas with real users, cut costs, and use AI tools to move fast without overbuilding.

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Victorian and modern buildings side by side in Glasgow

Funding12 October 2026

Funding for AI projects in the UK and Scotland

What's actually open to UK and Scottish businesses that want to use AI, including Scotland's AI adoption programme, what's paused, and how to plan a project that doesn't depend on a grant.

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A team planning a product together at a whiteboard

Costs12 October 2026

How much does an MVP cost in the UK?

What an MVP budget pays for, the four choices that move the price most, and the costs founders forget. With real figures from our own pricing.

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