Blog · 3 posts

AI articles

Everything I've written about AI: what I set up, what broke, and what I would do again, from real projects.

September 30, 2026 · 8 min read

How I Built a WhatsApp AI Chatbot Without the Official API (and Kept the Number From Getting Banned)

My business WhatsApp now answers 24/7 with AI, hands chats to me when it matters, and costs under ten paise a reply. Here is the WAHA + ASP.NET Core setup, the real costs, and the ban-safety rules I follow.

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September 6, 2026 · 7 min read

The code works, nobody understands it: the real cost of AI-assisted development

I have spent a lot of time recently inside codebases written with heavy AI assistance. The code works, the tests pass, and there is nothing underneath it - no structure, no decisions, no trail to follow. Why that is harder to work with than ordinary legacy code, and where I think the line actually sits.

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August 4, 2026 · 7 min read

From autocomplete to Claude Code: how I actually use an AI agent on a real codebase

Autocomplete never changed how I worked — it finished the line I was already typing. An agent that reads the whole repo, runs the tests and reads the output is a different shape of tool. Here is what actually earns its keep on an Angular frontend and a .NET API, and the four things it still does not solve.

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