AI-Atlas

Notable signal

Your GitHub’s AI projects, scored from the actual code

Launched 13d ago

Signal

Velocity

What this means

3.1×Growing 3.1× faster than the typical Developer Infrastructure launch.

Compared to 85 Developer Infrastructure launches at the same age.

15Founder Conviction Index: 15 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

19%

today

Projected end-of-day votes

13range 10–18

Trajectory

stable

Vote pace holding steady.

Speed vs peers

3.1×

85 Developer Infrastructure launches

About

AI-Atlas evaluates public GitHub code—not stars or followers—to reveal what developers actually build. Every AI project gets an explainable score using a 7-part rubric, mapped across six fields: ML, Computer Vision, Data Science, NLP and LLMs, AI Agents and MLOps. Map any GitHub profile for free. Claim yours to explore file-level evidence, join opt-in global, country and project leaderboards, add a live README badge and get a free improvement roadmap. Built solo by a 17-year-old student.

AI Summary

AI-Atlas evaluates public GitHub AI projects based on actual code quality rather than popularity metrics. It provides a detailed score using a 7-part rubric across multiple AI fields, allowing users to map GitHub profiles and access various project insights.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement77

Discussion per unit of attention

Signal sources

2 of 6 active

Launch tracking9 readings since we picked it up
AI analysisDeveloper Infrastructure
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.