Series

AI & Engineering

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

📚 6 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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Preview image for Add MCP to Your Agent in One Click blog post
AI
·3 min read

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.

Preview image for Make GitHub Work for You: GitHub MCP and Dependabot blog post
AI
·4 min read

Make GitHub Work for You: GitHub MCP and Dependabot

Stop fighting with Git commands and dependency updates. Learn how GitHub MCP brings AI-powered productivity to your editor and how Dependabot keeps your dependencies secure—automatically.

Preview image for What I Learned: From AI Chat Demos to Real AI Products blog post
AI
·7 min read

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...