Mat Sherman

GitHired - Find 100x engineers by proof of work, not resume keywords

Find 100x engineers on autopilot: Describe what you're building/looking for, and instantly get a ranked list of the most cracked engineers who meet your requirements. Search from our pool of 10k+ profiles that have been evaluated based on actual code complexity, project depth, and relevant experience- including access to private repos for maximum accuracy. And if that pool falls short, use our inbuilt GitHub + LinkedIn scraper to source cracked open source devs.

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Raghav Bansal

Hey everyone šŸ‘‹
I’m Raghav, the Founder of GitHired.

Hiring devs is broken- you can’t tell if someone is a 100x engineer just by looking at a resume.

Some candidates look perfect on paper but can’t ship real features.
Others who can build get filtered out because of a missing keyword.

So we built something better. We analyze what a developer has actually built, not what they say they can build.
We break down their real tech stack, project depth and complexity, commit authenticity (no more fake green charts). Just describe what you're looking for, and get a ranked list of the most cracked devs with the skills relevant for the role.

Stop guessing who can code. Start seeing who does.

We’re early, shipping fast, and would love your feedback. Tear it apart, ask questions, or tell us what would make this a no-brainer for your team. The first search is free!

Saul Fleischman

@raghavb11Ā Raghav — the "no more fake green charts" line is doing a lot of quiet work in your

pitch and I don't think you're selling it hard enough. That's the actual moat.

Anyone can scrape commit counts; filtering coauthored-vanity commits, force-pushed

green squares, and bot-generated PRs is the part that's genuinely hard to reproduce

without seeing what GitHired sees. If you have a writeup of how you detect that,

pin it — it's the proof that you're not "another GitHub stats wrapper."

Two pieces of feedback as someone watching the demo flow:

1. The SOURCE → ANALYZE → ENGAGE story is clean, but ENGAGE is where most of these

products quietly die. You can rank 10K cracked devs perfectly and still lose because

the outreach message reads like every other recruiter DM. Top 1% engineers get 30+

of those a week and filter them on the first sentence. Worth thinking about whether

you can ship a "show this dev a one-line, project-specific reason this role would

be interesting to them, generated from their actual repos" feature. That's the bit

that turns 10K cold profiles into actual replies.

2. The $10K/hire Done-For-You model is a great way to bootstrap revenue without a

sales cycle, but it puts you in direct competition with technical recruiting

agencies who have decade-long relationships with hiring managers. The Self-Serve

$250/seat is where the venture-scale outcome lives. I'd be watching closely whether

your DFY revenue starts cannibalizing Self-Serve adoption or feeding it.

Now the founder-to-founder bit, since you asked us to tear it apart and you said

"first search is free":

I'm running MentionFox (mentionfox.com) — a solo build, also shipping fast, also

on PH eventually. We do for distribution what you do for hiring: surface real

signal, filter the fake stuff. Concretely: across X, Reddit, HN, Substack, Discord,

news, etc., we catch the moments where a founder posts "we're hiring engineers and

resumes are useless" — exactly the conversations where GitHired belongs in the

reply — and we kill the noise (low-rep accounts, drive-by complaints, off-topic

threads). Same proof-of-work logic you apply to commits, applied to mentions.


The reason I'm bringing this up specifically for you: hiring-tools is one of the

hardest categories to get distribution in because the buyer (founder/CTO) doesn't

hang out in r/recruiting — they hang out in r/startups, /r/ExperiencedDevs, X

threads from a16z partners, and Substack posts about scaling teams. Generic listening

tools (Brandwatch et al) miss those because they're built for brand monitoring, not

buyer-intent signal. Happy to set up a free week of signal scanning on "how to hire

engineers / proof of work / resume screening / 100x engineer" type conversations

across your real distribution channels and send you the leads it surfaces — no

catch, just curious whether the matching quality holds up for a SaaS like yours.

DM @thefoxsaul on X or reply here and I'll set it up.

Either way: pin the fake-commits methodology somewhere prominent. That's the demo

that makes the rest of the pitch land.

— Saul

Raghav Bansal

@thefoxsaulĀ  @osakasaulĀ thanks a lot for the thoughtful comment, and feedback taken! down to chat more!

Saul Fleischman

Ā  @raghavb11Ā I just ran a quick GEO scan to see how the LLMs are recommending GitHired. Honest picture:

For queries like "best AI developer hiring platform GitHub 2026" and "hire AI developers with proof of work" across ChatGPT, Perplexity, and Gemini, GitHired isn't surfacing in the recommendations yet. The names dominating those answers are Toptal, Turing, Arc.dev, Upwork, goLance, HackerRank — generic talent marketplaces, none of which actually do what you do (proof-of-work analysis with fake-commit detection).

The category gap is wide open. "Resumes lie, GitHub doesn't" is a positioning none of those incumbents can claim, and the no-more-fake-green-charts thesis is genuinely defensible IP. The reason you're invisible isn't the product — it's that LLM crawlers haven't seen GitHired cited in the right places yet.

LLM ranking is mostly:

  1. Comparison tables on third-party sites (Toptal et al. get dozens of these; you have zero)

  2. Schema.org SoftwareApplication / Service markup on your own pages

  3. Citations in roundup articles like Riseup Labs' "Top sites to hire AI developers" and Valletta's "AI Developers for Hire 2026" — neither lists you

  4. Reddit/HN threads where someone names you as the answer ("we used GitHired and it caught 3 fake-commit candidates we'd have hired")

What MentionFox does: GEOFixer runs a daily scan checking which AI engines surface GitHired for queries that matter to you (developer vetting, GitHub hiring platform, proof-of-work hiring, fake commit detection — owning that last one would be a moat), then trains the engines by seeding authoritative mentions in the places they actually crawl. Tracks competitors eating your share so you can write content that converts those queries.

Sign up at https://mentionfox.com/. You'll verify results yourself — ask ChatGPT / Gemini / Grok for hiring-platform recommendations and watch GitHired rise. Two things to do once you're in:

1. At https://www.mentionfox.com/dashboard/company-profile, add as many competitors as possible. The more competitors, the sharper GEOFixer's targeting. The screenshots below show the top 40 of MentionFox's own competitors — proof I dogfood this. Worth the time on your end too.

2. At https://www.mentionfox.com/dashboard/geofixer, turn on Autopilot. This is what trains the LLMs proactively. We automated every step where automation was possible.

If anything's unclear, saul@mentionfox.com.

Best of luck with GitHired — the fake-commit detection angle is the right wedge.

Saul












Thami Benjelloun

This is hiring by seeing the code not hearing it. Great launch guys....

Raghav Bansal

@thamibenjellounĀ thank you!

Curious Kitty
If a team already uses LinkedIn Recruiter/SeekOut/hireEZ for sourcing and HackerRank/Codility/CodeSignal for evaluation, where does GitHired replace vs complement—and what’s the end-to-end workflow you see working best for a founder or in-house recruiter?
Raghav Bansal

@curiouskittyĀ Hackerrank/CodeSignal don't evaluate if a person can actually build things and take products from 0->1. Leetcode doesn't help startups in correctly evaluating candidates- its more optimized for BigTech because they can afford to train their employees, but startups want people who have already built stuff, and the best way to know that is if they've previously built stuff, which is what we do

AndrƩ J

There is a tension tho. If your a 100x engineer you basically dont want to work for anyone. You have rather have 10x engineers working for you šŸ˜

Kane Collier

yeah, I really love this software. It's actually helping us meet with applied AI engineers that are really talented, so thanks bro.

Raghav Bansal

@kane_collierĀ glad to hear that!

Abhinav Anand

Loved the idea and execution Raghav.

At the last you mentioned. You have access to private repos as well. Curious, how are you having that?

Raghav Bansal

@abhinav_anand21Ā its optional if you want us to get access to it- because not everybody is an open source dev:)

Bengeekly

Being able to upload your own list of candidates and run them through the scoring is a really nice addition, if one candidate has older projects and another has newer ones but both score the same, does how recent their work is, change who ranks higher?

M. Tolga Cangƶz

It requires "This application will be able to read and write all public and private repository data." Why do you need write access too?

Raghav Bansal

@m_tolga_cangozĀ there's no way to get only read access in GitHub OAuth apps- its the standard default from GitHub

M. Tolga Cangƶz

@raghavb11Ā Have you considered migrating to a GitHub App instead of an OAuth App? AFAIK, it lets you request fine-grained read-only permissions. The current way creates a massive security risk. No reasonable person gives all the permissions to someone else.

Raghav Bansal

@m_tolga_cangozĀ installing a GitHub app is way too much friction. Signing in with GitHub is easy, and pretty standard- vercel, netlify- they all do it. And its optional for us, meaning you don’t have to give access to private if your public profile is good enough

M. Tolga Cangƶz

@raghavb11Ā AFAIK, actually, Vercel completely separates OAuth login from repository access.

I understand prioritizing low friction for an MVP, but asking for write access to all repos via legacy OAuth is a tough sell. I'll stick to scanning my public profile. Good luck with the launch!

Kabalan Gaspard

We've experienced this - CVs are a terrible way to screen engineers. Looking forward to seeing how this evolves

IMAD EL KHAFI

This is how it should work honestly a GitHub profile tells you more than any resume. Does it factor in commit quality and consistency or mostly just activity volume?

Raghav Bansal

@imad_elkhafiĀ quality too!

IMAD EL KHAFI

@raghavb11Ā Love to hear that quality over quantity is the only signal that actually matters.

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