Naama Fine was a recruiting coordinator with less than a year of experience when she stumbled onto something that changed how her team sources. What she built wasn’t a product. It wasn’t a project. It was a workflow — one that runs largely on its own, finds real candidates from real job posts, and took a non-technical practitioner a couple of afternoons to set up.

In this session, Naama and Vincenzo walk you through the whole thing together — the origin, the build, and the live demo. You’ll watch Claude navigate LinkedIn autonomously, a Chrome extension pull profile URLs, and a dashboard render the results on screen. They’ll pause along the way to explain what’s happening, what decisions they made, and what they’d do differently now. No engineering required to follow along, and none required to replicate it.

Together they’ll also cover what this means beyond the demo — the real implications for lean TA teams, where time gets recovered, and where human judgment still belongs. The goal isn’t to replace sourcing instinct. It’s to stop spending it on the parts that don’t require it. You’ll leave knowing exactly what this looks like in practice and what it would take to try it on your team next week.

Attendee Takeaways

See autonomous sourcing in action. Not a slide deck of capabilities — a live demo on a live role. Watch Claude navigate LinkedIn, a Chrome extension extract profile URLs, and the results surface in an interactive dashboard, end to end, in real time.
Understand how a non-technical practitioner built this. Naama wasn’t an engineer. She was a recruiting coordinator with less than a year in. Walk away knowing the path from “this seems possible” to “this is running on its own” — and the decisions that shaped it.
Know where lean TA teams actually save time — and where they don’t. Get a grounded look at what this workflow recovers, what it costs to set up, what can break, and where a human still needs to be in the loop. No hype — just an honest accounting.
Leave with a Monday morning starting point. This session is designed so that the answer to “could I do this?” is yes. Walk out knowing what it would take to run a version of this on your team — not after a six-month procurement, but next week.