About

The backlog shouldn’t wait for a developer

Most issues in a backlog are understood, small and still waiting for a developer to have time. Label2Prod turns them into tested merge requests, so the person who knows what is wrong can get it fixed without being a developer.

What we believe

Six principles behind every fix

No developer skills required

Knowing what is wrong should be enough to get it fixed. The engineering discipline belongs in the product, not in the person who asks.

Proof over promises

An AI-written change is only worth reviewing when it comes with a test that shows the problem and shows it gone.

Every step on the record

Updates are new comments and new commits, never rewrites, so anyone can see what happened and when.

Your tools, your keys

Work starts in Jira and ends in GitLab, where your team already is, with nothing to install. The AI runs on your own Anthropic account.

Ask, don’t guess

When an issue leaves something out, Label2Prod asks on the issue and waits for the answer instead of inventing one.

People merge

Label2Prod prepares the change. The decision to ship it stays with your team.

Where we are going

More of the path to production, with the same proof

Today Label2Prod takes an issue to a tested merge request. Next, we want it to take more of the path from idea to production, with the same proof at every step. Early-access teams shape what we build next.

Talk to us

Start with your next Jira issue

Label2Prod is free for early-access teams, and you don’t need to be a developer. Connect Jira and GitLab, add the label, and approve the tested result.

  • Free during early access
  • No credit card
  • Nothing to install