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AI & Engineering

Bridging the gap between AI demos and real-world production applications.

📚 5 Articles

What AI in production actually looks like — local models, MCP, GenAI security, and the gap between demos and real applications.

I work at NeuralTrust building GenAI Security infrastructure for enterprise clients. My AI articles come from direct production experience — not just experiments with API keys.

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Add MCP to Your Agent in One Click
AI·

Add MCP to Your Agent in One Click

I was tired of explaining how to manually install MCP servers. So I built www.mcpclick.app to turn a boring 5-step process into a single click.

What I Learned: From AI Chat Demos to Real AI Products
AI·

What I Learned: From AI Chat Demos to Real AI Products

In 2025, I built quite a few demos using Gemini and Kendo UI, building small chat experiences using chatbots combined with Conversational UI for quick prototypes, taking a piece of text (sometimes an image) and sending back a nice-looking answer. The...