Smarter Workflow for GitLab Teams
Turn Workflow into a background job. DeskFerry agents use GitLab to execute on your behalf, 24/7.
Brightlane closed-won. Handoff fired:
Meeting notes
- • Slack: #cs-brightlane channel created · Marco assigned.
- • Notion: project workspace cloned from template.
- • Calendar: kickoff booked Tue Mar 12, 2:00 PM PT (45 min).
How does GitLab work for workflow automation?
GitLab works for workflow automation by powering a DeskFerry agent that runs the workflow end-to-end inside your existing tools — no code, no custom build.
- 01
Trigger fires
The agent connects to GitLab alongside the other apps your team already uses, watches for the triggers that matter for workflow, and takes the next step on its own while keeping a complete audit trail for review.
- 02
Kick off the post-sale handoff: notify CS in @Slack
Design complex automation workflows with a visual builder — no developers needed.
- 03
Create the project in @Notion
Teams typically see eliminated across connected systems once the agent is in production.
- 04
Book kickoff in @Calendar
You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Kick off the post-sale handoff: notify CS in @Slack
- 2Create the project in @Notion
- 3Book kickoff in @Calendar
How it connects
Connect GitLab. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect GitLab with one click, and workflow automation runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- GitLabConnect
- HubSpotConnect
- SlackConnect
- NotionConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What GitLab + DeskFerry can do
Real GitLab actions your AI agent can perform automatically — no manual work required.
Archive Project
Tool to archive a project. use when you need to mark a project read-only after finishing active development. call after confirming no further changes are required.
Create GitLab Group
Tool to create a new group in gitlab. use when you need to establish a new group for projects or collaboration.
Create Project
Tool to create a new project in gitlab. implements post /projects endpoint.
Create Project Issue
Tool to create a new issue in a gitlab project. use when you need to report a bug, request a feature, or track a task within a specific project.
Create Repository Branch
Tool to create a new branch in a project. use when you need to create a new branch from an existing branch or a specific commit in a gitlab project.
Delete Project
Tool to delete a gitlab project by its id. use when you need to remove a project, either by marking it for later deletion or deleting it immediately.
Download Project Avatar
Tool to download a project’s avatar image. use when you need the raw avatar bytes after confirming the project exists.
Erase Job
Tool to erase the content of a specified job within a project. use when you need to remove job artifacts and logs.
Get Commit References
Tool to get all references (branches or tags) a commit is pushed to. use when you need to find out which branches or tags a specific commit belongs to in a gitlab project.
Get Commit Sequence
Tool to get the sequence number of a commit in a project by following parent links from the given commit. use when you need to determine the order of a commit in the project's history.
Slack: #cs-brightlane channel created · Marco assigned.
Fields extracted and validated; assignee notified in Slack.
Held for review — one value fell under your confidence bar.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Agent2:47 PM
Updated Salesforce · Closed-won with the result.
- Agent2:46 PM
Applied your rule and recorded the result.
Reason: All required fields matched with high confidence.
- Agent2:45 PM
Wrote the record for Handoff · Brightlane · Closed-won $86K.
- Agent2:44 PM
Read the transcript and extracted action items.
- Agent2:30 PM
Triggered by call end event in Granola.
How it works
Get started in three steps
Step 01
Connect GitLab
Authorize GitLab and DeskFerry hooks into your issues, repos, and deployment pipelines.
Step 02
Configure Dev Workflows
Define triggers for GitLab events — new issues, PR merges, build failures — and the AI actions to take.
Step 03
Ship Faster with Less Toil
AI automates the tedious parts of your GitLab workflow. Track issues triaged, alerts handled, and developer time saved.
Start automating Workflow Automation for GitLab
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
How does DeskFerry automate workflow directly inside GitLab?
DeskFerry connects natively with GitLab to handle the full workflow workflow. The AI agent monitors GitLab events, processes workflow tasks automatically, and writes results back to GitLab — no copy-pasting or tab-switching required.
How does AI-powered workflow via GitLab compare to manual processing?
Manual workflow in GitLab requires constant tab-switching, copy-pasting, and follow-up tracking. DeskFerry eliminates this by handling workflow tasks in real-time as GitLab events occur — running 24/7 with consistent accuracy and zero fatigue.
Can I test workflow automation with GitLab before going live?
Yes. You can run workflow workflows in test mode using sample GitLab data before activating on live records. This lets you verify every workflow rule works correctly with your GitLab setup before processing real data.
Can I customize which GitLab events trigger workflow actions?
Yes. You define exactly which GitLab events start workflow workflows — new records, status changes, messages, or custom triggers. Each trigger can have conditions so workflow actions only fire when your specific criteria are met in GitLab.
What kinds of GitLab workflows can the agent automate?
Anything that follows repeatable rules — approvals, document routing, multi-system handoffs, scheduled tasks, and the GitLab-specific cross-departmental processes that today rely on email follow-ups and tribal knowledge.
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