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Freshmint
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Freshmint: an app built by our team of AI agents

We built Freshmint's whole app with our Software Factory, a team of AI agents. They find and fix problems, and a person approves every change.

client
Freshmint
Services
Platform, AI agents, Software factory
Platforms
Software Factory, Claude, Google Cloud
result
10
AI agents improving the app
01

Challenge

Freshmint is our own product. It helps companies plan and run events together with their partners. We wanted to see how much a small team could build if AI did most of the work and experienced engineers checked every step.

02

What we built

We built our Software Factory, a team of AI agents. Each one has a single job:

  • Tester: uses the app like a real customer and fixes anything broken or confusing.
  • Security guard: tries to break into the app, then fixes the weak spots it finds.
  • On call: watches for errors in the live app and fixes the biggest one.
  • The rest: clean up old code, make the app faster, improve the design and marketing, and work through the to-do list.

Each agent suggests one change at a time. An AI reviewer checks it, and a person approves it before it goes live.

06:00:01 factory.oncall reading production errors 06:00:09 repro failing regression test written 06:00:41 fix tests green 06:00:44 review.score merge safety 5/5 06:00:45 ✓ PR opened for human review
03

Results

We built the whole Freshmint app this way, and our Software Factory keeps improving it every day. It's the opposite of vibe coding: AI does the heavy lifting, and experienced engineers set the standards and check every change.

04 · with AI today

What we'd add if we built it today

All work →
// start here

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