// HELLO WORLD

I'm George Petroff

Software engineer building AI-powered products with React, TypeScript, Next.js, and the Model Context Protocol. I write practical guides on agents, MCP, and modern frontend architecture. Based in Sofia, Bulgaria.

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George Petroff
// PROJECTS

Featured Work

A selection of projects I've built and contributed to.

Blogger Agent

Blogger Agent

An AI-powered platform for managing blog post creation and publication workflows, with analytics and GEO features.

Next.jsReactTypeScriptClerkTailwind CSS
SCC Lab

SCC Lab

An interactive cognitive architecture laboratory where AI agents learn to navigate grid worlds through reinforcement learning, sleep consolidation, and causal reasoning.

Next.jsReactTypeScriptWebSocketsTailwind CSS
// BLOG

Latest Writing

Thoughts on software, engineering, and building things.

·5 min read

5 Patterns I Use to Ship Production AI Agents in TypeScript

Five reliable patterns for shipping production AI agents in TypeScript: prompt design, tool schemas, server-side execution, retries, and observability.

production AI agent patterns TypeScriptAI agent tool schema designOpenAI agent retry observabilityserver-side AI agent architecture ReactTypeScript LLM agent best practices
·3 min read

AI Is Here to Stay - Are We?

AI isn't going away. The real question is whether we'll show up to shape it — or leave that to someone else.

AI is here to stayartificial general intelligence futureAI safety and developmentAI public discourse importanceresponsible AI development 2026
·6 min read

I Built an AI Agent That Manages My Blog — Here's What I Learned About MCP, Tool Use, and Agentic Patterns

How I built an AI-powered blog agent with React, TypeScript, and MCP. Practical patterns, real mistakes, and what agentic AI means for frontend developers in 2026.

AI agent tutorialMCP model context protocolbuilding AI tools Reactagentic patterns 2026AI agent developer guide