Looper

What makes it different

Looper is an open-source app for running AI teammates, called loopers. Each looper owns one business metric, and the metric sets its unit of work: organic clicks means an article, first response time means a support ticket, unreconciled transactions means a bank transaction.

Each unit moves through stages — an article goes New to Drafted to Approved to Done: the looper writes it, opens a pull request, and asks you to approve the merge. It works daily in Gmail, GitHub, Search Console and the rest, and asks your team before anything goes out.

Every two weeks it holds a 1:1 retro: it compares the week’s work with the change in the metric, scores the week 1 to 5, and adds next steps — an AI hire that improves instead of just repeating.

Looper is open source and free with the ChatGPT or Grok plan you already pay for, or $19 a month with Claude included. It is built by Pavel Kucherbaev.