Open-source real company briefs to practice AI-native building and get hired

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GitHub - ai-native-builder/ai-portfolio-projects: Real company briefs to practise AI-native building — scope, build, and ship portfolio projects that get you hired. · GitHub

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AI Native Builder Projects

Real briefs. Real problems. Build them to get hired.

Why This Exists

Founders want builders who ship with AI. Job descriptions still ask for CS degrees and five years of experience. HR writes the JD. The founder does the interview. They're looking for completely different things.

AI Native Builder is a job board that cuts through that noise — real roles for people who build and ship with AI.

This repo is the practice ground. Every brief came from a real company. Work through them, post your results, and learn from what others built.

How It Works

Read PRINCIPLES.md first — the framework you'll use to scope every project

Pick a project by category

Do discovery before touching code

Keep a build log as you go — not after

Self-score against the criteria in the brief

Post in r/AINativeBuilder with the Feedback Request flair

Projects

Project<br>Category<br>Company

Ember Coach Hire Booking<br>Product / Booking<br>Ember (public)

Creative Ops Platform<br>Automation / Workflow<br>Anonymised

Legal Contract Review Agent<br>Agent<br>PortSwigger

B2B Outreach Agent<br>Agent / Automation<br>Humble Group

Multi-Agent Orchestration<br>Agent / Architecture<br>Anonymised

The Rules

No hints. Discovery is part of the project.

Keep your build log as you go.

Track your time honestly.

Self-score before asking for feedback.

Feedback and Community

Post your project in r/AINativeBuilder using the Feedback Request flair. Include your scope document, build log, self-score, and a link to your code.

For now I'll review and comment on every submission. The goal is to build an open community where builders learn from each other's work — the more people post, the better the discussion gets.

What to include in your post:

Scope document — what you built, what you cut, and why

Build log with time tracking

Self-score on the five dimensions from the brief

Link to your code

MIT License. Fork it, use it, contribute to it.

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Real company briefs to practise AI-native building — scope, build, and ship portfolio projects that get you hired.

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MIT license

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