Multi-Agent Passion Intelligence
A cathedral is built by people who believe in it. A swarm of Gemma agents reads a person’s real public work — code, hackathons, writing, and images — to reveal genuine passion, then matches it to the mission you’re building. Evidence-cited. No resumes required.
Every candidate is investigated across all sources — GitHub, Dev.to, Hacker News, Devpost, Kaggle and their personal site — plus LinkedIn, Medium and lablab.ai, unblocked with Bright Data. Everything is read live; nothing is pre-canned.
Every source is queried live for each candidate — GitHub, Dev.to, Hacker News, Devpost, Kaggle, their personal site, plus LinkedIn, Medium and lablab.ai through Bright Data. A source with nothing for a candidate simply returns nothing.
Real scraping and Gemma on one GPU — a run takes a few minutes.
People who actually applied. Only the GitHub handle is required — name and other links are optional, and the app still auto-discovers their Dev.to, Kaggle, Devpost, personal site, Medium and hackathons from the handle.