Agent Sightings Real agent use cases

Screen job listings daily against resume and salary data

According to the write-up, the someone writing about it, laid off and job hunting, operates an agent every morning that looks over LinkedIn listings. It cross-references levels.fyi for each role's leveling and salary, afterward assesses fit against their resume. The agent surfaces 5-10 possible positions a day, which human look over cuts to 0-2, about 0.

Agent or tool
Custom agent
Topic
Personal Assistant
Reported on
Hacker News
Added
2026-10-15

Why it matters

This is the classic promise of AI agents: a helper that handles errands and reminders on your behalf. Real cases like this show how close that promise is today. It is one of 50 sightings filed under Personal Assistant on Agent Sightings (number 16 by interest), and one of 182 involving Custom agent.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into your own agent or any similar agent and adjust the details to your situation.

Assistant mode: screen job listings daily against resume and salary data. Log every action, prefer reversible steps, and ask before emailing, paying, or deleting.

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Hacker News: https://news.ycombinator.com/item?id=50022341. Our summary is a paraphrase; details are in the source.

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