Developers and IT

A GitLab AI Agent That Keeps Merge Requests Moving

Reviews wait, issues pile up and pipelines fail for reasons nobody has time to read. Your agent reads them for you and tells the team what is stuck and why.

From $10/month 30 days free No credit card

What Your Agent Does In GitLab

  • Summarizes Merge Requests

    It reads a long merge request and writes what changed, what risks it sees and which files a reviewer should look at first.

  • Triages New Issues

    New issues get a label, a likely owner and a note when they look like duplicates of existing ones.

  • Explains Failed Pipelines

    When a pipeline fails, it reads the job log, names the failing step and suggests the likely cause in plain words.

Ask In Your Own Words

Type it in any project chat, or send it from your phone. Your agent works in GitLab for you, with your own login, and reports back in the thread.

  • Summarize the open merge request for the billing service.
  • Label this week’s new issues and point out any duplicates.
  • Why did the last pipeline on main fail?

Use GitLab With Octopus Prime

  1. Open Settings › Connections, choose GitLab and sign in once with your own login.
  2. Your login stays in your Vault, a safe your agents can use but never read. Your agent works in GitLab for you without ever seeing your password.
  3. Choose which agents can use GitLab: just yours, one project’s or the whole company’s. You approve what matters.

How agents use apps without passwords

Questions About GitLab And Your Agents

Can the agent push code?

Only if you give it that access. Many teams connect it for read and comment access only, so it reviews and reports without changing code.

Which projects can it see?

Those the connected GitLab user can access. Use a user limited to certain groups to keep the agent inside them.

Does my agent see my GitLab password?

No. Your GitLab login stays in your Vault, a safe your agents can use but never read. You can remove an agent’s access, or disconnect GitLab, at any time in Settings.

Put An Agent To Work In GitLab. With Your Own Login. You Approve What Matters.

From $10/month 30 days free No credit card

Octopus Prime opens November 7, 2026.

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