GitCruiter – AI tool that evaluates developers by GitHub activity

Hacker News

GitCruiter analyzes public GitHub data to estimate a developer’s technical level and habits. Each profile generates a detailed report with metrics like Algorithmic Thinking, Code Quality, Project Organization, Testing Practices, Documentation, and Problem Solving, plus an overall score (e.g., Senior 80/100). You can browse developers by region, language, or framework — for example, “Python devs in Canada” or “React engineers in Eastern Europe.” We built it to make developer evaluation more transparent — no résumés, no mystery algorithms, just interpretable metrics from real repos and commits. Would love feedback from developers on whether these evaluations feel accurate or how they could be improved.

Visit product View on Hacker NewsOct 21, 2025

Share card

Actual performance

2points

2comments

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

Product HuntOn track for Day 1 leaderboard · Strong signals: activity, code · Missing: mac, agents, macos

74%74% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

best fitHighest predicted score across all platforms for this description.

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

60%60% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

Hacker NewsMay not resonate with HN audience · Strong signals: lua, io · Missing: https docs, excited, just released

43%43% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

AppSumoMay struggle as an AppSumo deal · Strong signals: plus · Missing: platform, intuitive, reviews

39%39% predicted probability of success on AppSumo, based on ML models trained on real launch data.

TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal

33%33% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue

17%17% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto

0%0% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

Find like-minded developers from your GitHub activity69%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Find like-minded developers from your GitHub activity

Hacker News2

Find the GitHub forks with the most activity60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Find the GitHub forks with the most activity

Hacker News1

AI tool that cuts “bloopers” for YouTubers60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI tool that cuts “bloopers” for YouTubers

Hacker News5

Podsuite25%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI tool for Podcasters

Indie Hackerscommitment-full-time

QUVIAI27%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

All-In-One AI Tool.

Indie Hackerscommitment-full-time

FynixoAI24%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

All in one Ai Tool

Product Hunt

Track Your GitHub Activity with ContributionBar51%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Track Your GitHub Activity with ContributionBar

Hacker News2

Octohunt – Find Developers on GitHub68%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Octohunt – Find Developers on GitHub

Hacker News16

Octohunt – Find Developers on GitHub68%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Octohunt – Find Developers on GitHub

Hacker News3

The Most Influential Developers on GitHub68%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

The Most Influential Developers on GitHub

Hacker News10

Browse all products Analyze your launch