Autonomous opportunity-discovery agent

What it does. Automates finding, evaluating, preparing and following up job opportunities, with deterministic gates before any action.

Problem. Finding relevant opportunities across dozens of job boards by hand wastes hours every week.

My role. The whole product, end to end.

How it works. An agent queries public sources on a scheduler, discards most postings with deterministic filters before calling the LLM, analyses the rest and fills in forms in browser sessions a person can supervise.

Result. About 97% of postings discarded by deterministic filters before the LLM is called.

Stack. Node.js · Python · LLM · deterministic filters · Playwright