Firehacker

Python, LLMs, inference, fine-tuning, Hugging Face, PyTorch, MCP, agentic AI, Cloudflare Workers, Node.js. Generalist builder — inference to training to shipping AI products.

Agentic AI patterns, MCP server design, and how AI agents can replace static course UX. Also digging into Qwen3 inference in pure C and production-scale training (DDP, LoRA, vLLM).

First Break AI cohort (agentic MCP server + CLI @aiedx/firstbreakai), FetchLens.ai (AI agent observability), and lessons on running Qwen3 locally from scratch.

Collaborating on free AI education, agentic cohort design, MCP tooling, and open-source LLM projects. Happy to chat if you're building with AI agents or joining First Break AI.