The Crowd Decides
What AI Builds Next.

Real problems. Community votes. One winner built in the open — with a full walkthrough anyone can replicate.

How It Works

1

Get Something Built

Describe a real business pain point — repetitive work, broken handoffs, or anything AI could fix. Ideas are anonymized so merit wins, not brand name.

Submit a problem →
2

Vote to Build This

Members rank their top three ideas and score each on business value and curiosity. The most broadly useful problem wins — no insider advantage.

Cast your vote →
3

We Build It in the Open

The winning problem gets solved with real AI tools. Every decision, failure, and workaround is documented so you can replicate it yourself.

Browse past builds →

Current Build Cycle

View details →
Loading…

Community Submissions

See all →
Loading…

AI Tips This Week

See all tips →
Loading…

What We've Built

See all builds →
Loading…