Common vibe-coding mistakes: turning a fast demo into a dependable product.
Seven areas to review before real users, data or payments enter the system.
Read article ↗Better decisions start with better questions.
Websites, software, AI and digital evidence explained. Six practical starting points and a clear route to your project.
How much should a start-up budget for a website, web app or MVP?
The right budget follows business risk, not a generic page count.
Read article ↗Privacy-oriented AI: cloud, EU hosting or a local model?
Privacy depends on the data flow, purpose, contracts and operations—not only server location.
Read article ↗Digital forensics: what a defensible investigation needs.
Preserve evidence, define the question and report findings transparently.
Read article ↗Do AI-generated contents need a label? Article 50 explained.
Chatbots, deepfakes and public-interest texts are different cases. Article 50 does not require every AI-written text to be labelled.
Read article ↗Standard software or a custom build: which is the better investment?
Compare the full operating cost and exit options, not just licences against development.
Read article ↗Do I need a custom app straight away?
Not always. A good website may be enough to make a service easier to find and enquire about. Consider custom software when user roles, repeated workflows or a distinct product justify it.
AI-assisted general guidance · 24 September 2026 · Not individual legal, tax or security advice.
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