Try this on day one: what broke in this week’s pipelines
“Which GitLab pipelines failed this week, and what broke in each?”
- Every failed pipeline this week
- The job and commit behind each failure
- A plain summary of what broke
Integrations · Developer
An AI team that works in GitLab for you.
Your bots read GitLab projects, merge requests and pipelines and keep issues tidy. New bots start on Ask, so they check with you before they act in GitLab, except on Hermes and other ACP engines.
Free app. GitLab connects through Flux Router credits or your own connected-apps key. You sign in to GitLab yourself.
Which GitLab pipelines failed this week, and what broke in each?
You signed in to GitLab once. Your Chief put a bot on it.
Read projects, commits and pipelines- Read merge requests, diffs and notes
- Create or update an issue
Waiting on you · Ask mode
Next step: delete a project in GitLab. Go ahead?
What your bots can do in GitLab.
- Read projects, commits and pipelines
- Read merge requests, diffs and notes
- Create or update an issue
- Delete a project (asks first)
“Asks first” means the bot checks with you before it does that, on Ask, the mode every new bot starts in. You can give a bot more freedom later. On Full access, a bot stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools, so these actions don’t ask first there.
Ready-made teams that use GitLab.
How to connect it.
- 1
Download Murage
Free for Mac, Windows and Ubuntu. Pick the AI you already use; if it needs installing, Murage opens a one-line command for you.
- 2
Connect GitLab
Open connected apps and sign in to GitLab once. It runs through Flux Router credits, or your own connected-apps key.
- 3
Give a brief
Tell your Chief of Staff what to do with GitLab. New bots start on Ask, so they check with you before they act, except on Hermes and other ACP engines.
Where Murage fits next to GitLab Duo and Zapier.
What a team adds here
Your team reads what shipped or broke and writes it up for the people who need to know.
Works across your apps
One brief can pull from GitLab, your calendar, your CRM and the web. GitLab Duo is built for GitLab.
Keeps notes on your business
Your bots keep notes on your customers, your tone and how you like things done, stored on your computer where you can open and edit them.
Runs on the AI you already pay for
Claude Code, Codex, Hermes, a model key or a local model. The Murage app is free; your AI provider bills you as usual.
Where they win: GitLab Duo is right there inside GitLab, with nothing to set up. Zapier runs in the cloud whether your computer is on or not, while Murage runs while your computer is on. Use GitLab Duo or Zapier for quick one-offs and fixed recipes, and Murage for the work that needs judgment.
Already have Zaps? Your bots can run them. Add the Zapier MCP server and your bots use your Zaps as tools, and a Zap can start a Murage task through a local webhook (senders in the cloud need a tunnel to reach your computer).
Questions about Murage and GitLab.
Can Murage connect to GitLab?
Yes. Sign in to GitLab once inside Murage, through Flux Router credits or your own connected-apps key, and your bots can read projects, commits and pipelines.
Will it change or send anything in GitLab without asking?
Not while it’s on Ask, where every new bot starts: it checks with you before it acts in GitLab. On Auto or Full access, replies in an existing conversation and routine edits go ahead, but a bot still stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. Only No limits turns that off. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools.
How is this different from GitLab Duo?
GitLab Duo helps inside GitLab. Murage gives you a team that works across GitLab and your other apps, keeps notes on your business, and runs on the AI you already pay for.
What does it cost?
The Murage app is free. GitLab connects through Flux Router credits, or your own connected-apps key if you have one. Your AI provider bills you as usual.
GitLab, GitLab Duo, Zapier and the other product names and logos on this page are trademarks of their respective owners. Murage is not affiliated with or endorsed by them; the names and logos are used only to identify the apps and engines Murage works with.
Give your first job to Murage.
Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for