Your AI-Built Application Works. Is It Ready for Production?
A practical checklist for business owners: authentication, data handling, backups, hosting, scalability and readiness before real people rely on your app.
Insights
Practical guidance, without the hype
Plain-language articles for business owners and developers about building, reviewing and running software — written from experience and checked against primary sources.
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SEO vs. GEO: What Businesses Should Actually Know About AI Search
A careful, evidence-based look at SEO, Generative Engine Optimization and AI answers: what search providers actually say, what you can measure, and what to ignore.
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What Automated Code Scanners Can Miss
Security scanners are valuable, but they can't judge authorization, business logic, architecture or real-world behaviour. What they catch, and what they miss.
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