Show HN: Vibe-coded a Peter Roberts immigration AI using his HN past AMAs (opens in new tab)

I saw Peter Robert's AMA on HN yesterday (https://news.ycombinator.com/item?id=43363056) and wondered what would happen if I fine-tuned a model on all of his past answers.

I vibe-coded this with Claude Code every time my 8 month old son had a nap today. I also fine-tuned OpenAI GPT-4o mini to power it. Zero lines of code were manually written or modified by me — everything was done by Claude.

Writing the version you see now took about 45 minutes of LLM time, and it cost around $12.

I've spent no time improving the scraping and data preparation beyond the first version, so there's a ton of room for improvement. I might fix some low hanging fruits during nap times tomorrow — probably won't.

You can check it out on GitHub, including the data that was used for fine-tuning the model: https://github.com/s16h/proberts.

I had fun!