// HELLO WORLD

I'm George Petroff

Software engineer building AI-powered products — and the guardrails that make AI-assisted development safe to ship: governance hooks, CI checks, and agentic patterns with React, TypeScript, and MCP. 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.

·11 min read

The Claude Code Subagent Setup I Use to Ship Production TypeScript

See the exact Claude Code subagent setup I use to ship production TypeScript: agent configs, per-task model pinning, when to delegate, and the cost traps.

Claude Code subagent setupClaude Code agents configurationwhen to use Claude Code subagentsAI coding workflow subagents TypeScriptClaude Code model pinning per task
·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