useserai

useserai / serai

Public

LLM-powered job search for people who aren't looking — yet.

19
1
100% credibility
Found Apr 24, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

Serai automatically discovers and scores companies and job roles matching your personal criteria from major job boards, routing promising ones to your Notion board.

How It Works

1
📖 Discover Serai

You hear about this smart job matcher from a friend or online, perfect for finding rare dream roles without endless scrolling.

2
🔗 Connect your tools

Link a thinking helper, a web searcher, and your personal notes board so everything works together smoothly.

3
✍️ Share your story

Describe your skills, favorite company types, must-haves, deal-breakers, and paste your background to train it on what fits you.

4
🔍 Launch first hunt

Start the search and feel the excitement as it scans job sites for companies and roles that match your vibe.

5
📋 See picks in notes

Open your notes board to find scored job ideas with clear reasons why they shine or any concerns.

6
⏰ Make it automatic

Set it to quietly check every few hours and add fresh matches to your board whenever they appear.

🎉 Dream jobs found

Enjoy a quiet stream of high-quality opportunities, saving time and focusing on what truly excites you.

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Star Growth

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AI-Generated Review

What is Serai?

Serai is a Python-based, LLM-powered job search tool that automatically discovers companies hiring for roles matching your profile, scores them on custom dimensions like moat durability and growth trajectory, and filters jobs against your resume to push only high-fits into Notion as Apply, Network, Review, or Skip. It scans Greenhouse, Ashby, Workday, and YC boards using search patterns you define, grounds scores with real-time news via Brave Search, and runs as scheduled pipelines—no UI, just results. Built for people who aren't looking yet but hate missing rare opportunities amid job site noise.

Why is it gaining traction?

Unlike volume-focused tools like Simplify or Sonara that blast applications, Serai prioritizes selectivity: auto-discovers companies without hardcoded lists, calibrates LLM scores (gpt-4o-mini) via your anchor companies, and enforces disqualifiers like "no consumer gaming." Developers building LLM-powered applications on GitHub dig its profile-driven autonomy—edit text files for weights, anchors, and filters, get low-noise Notion boards most weeks.

Who should use this?

Senior PMs, engineers, or operators with 5-15 years experience who are employed but open to elite roles. Ideal for those between jobs rejecting spray-and-pray apps, or anyone tired of LinkedIn alert spam—especially if you're customizing for growth PM or infra eng archetypes.

Verdict

Try it if you're selective about jobs; setup yields a hands-off monitor in under an hour, with excellent docs and examples. At 19 stars and 1.0% credibility, it's early v1 maturity—reliable for personal use, but expect tweaks as patterns evolve.

(198 words)

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