AI · Position statement
AI writes code. Someone still has to be responsible for it.
AI makes code cheap. It does not make judgment cheap. I use AI for leverage on syntax and boilerplate, and I supply what it cannot: the context of your business, the architecture, the verification, the tests, the security review, the deployment, and the accountability when something breaks.
How I use it.
I use AI tools the way I use an IDE or a linter. I read and test every line, I own the architecture, and nothing reaches production that I could not explain line by line.
What I build with it.
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Assistants grounded in your content
Chat assistants that answer only from a business's own content. The one I built for this site reads a single knowledge file, tries Gemini first and fails over to Groq, keeps its keys on the server, and sits behind rate limits and CSRF protection.
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Smart search
Lokalista, local business discovery for the Philippines, pairs its maps and QR menus with AI smart search and a concierge.