AIOS Command
AIOS Command
+
GitLab
GitLab
Integration available

Connect GitLab
to AIOS Command

Your repositories hold two years of engineering patterns nobody has ever analysed. Command reads every merge request, every pipeline run, and every review cycle to surface where delivery is stalling and where your team is at its sharpest.

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Command found these insights in a single GitLab workspace within one hour

Delivery velocity

2,400 merge requests analysed, 340 taking longer than team average - 67% caused by the same 3 reviewers being overloaded.

One repository. One sprint cycle. One hour.

Pipeline health

89% pass rate overall, but 3 repositories dipping below 70% in the last fortnight. 14 flaky tests identified automatically.

Shadow Notes surface what dashboards miss.

Team patterns

12 engineers tracked, 4 consistently blocked waiting for reviews. Average time-to-merge dropped 40% once Command flagged the bottleneck.

First insights within 48 hours.
Watch: How AIOS Command works with GitLab
How does AIOS Command work with GitLab?
AIOS Command connects directly to your GitLab instance via secure API token authentication. It analyses your merge request history, pipeline runs, code review cycles, and issue boards in minutes. Command extracts delivery velocity patterns, identifies bottlenecked reviewers, flags flaky pipelines, and surfaces engineering health metrics that would take a team lead weeks to compile manually. Insights sync continuously, so when a merge request stalls or a pipeline starts failing more often, Command alerts you immediately. No source code is copied to external servers - analysis happens in your workspace.
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Ask Command about your GitLab

What happens today

Every Monday your engineering lead opens GitLab and scrolls through merge requests trying to figure out what shipped last week. Most weeks the standup relies on memory. Stale branches pile up. Reviews get stuck behind the same two senior engineers.

You have 2,400 merge requests across 15 repositories. You have no idea which ones are blocked, which pipelines are degrading, or which engineers are consistently waiting three days for a review. Your delivery velocity lives only in scattered GitLab data, and nobody can see the full picture.

Every week these patterns go unseen is another week of delivery risk hiding in plain sight.

1
Open GitLab, scroll through merge requests manually
2
Check pipeline dashboards, guess which failures are new
3
Chase reviewers over Slack, lose context switching
4
Miss stalled branches because nobody tracks them
5
Delivery velocity never surfaces as a leadership metric

What Command sees in your GitLab

Command does not just read merge requests. It infers. It analyses your entire GitLab history and extracts delivery patterns, reviewer bottlenecks, pipeline health trends, and sprint velocity metrics that would take a team lead weeks to compile.

Shadow Notes surface what dashboards miss. Pipeline intelligence emerges from CI/CD patterns. Your digital workforce knows which merge requests need attention, which engineers are blocked, and which repositories are shipping fastest.

Within 48 hours, Command builds a complete engineering health picture: 2,400 merge requests analysed, 340 flagged as slow, 14 flaky tests identified, 4 reviewer bottlenecks surfaced.

Digital Twin Extracted
15+
repositories scanned
2,400
merge requests analysed
340
bottlenecks identified
Real-time
pipeline monitoring

The two digital workers in Command

Insight Team

Watches your GitLab data, surfaces what you are missing. Extracts patterns, identifies bottlenecks, and finds the intelligence your team needs.

Reads your entire GitLab history in minutes
Identifies reviewer bottlenecks across all repositories
Tracks pipeline health trends and flaky tests
Surfaces sprint velocity patterns automatically
Generates shadow notes on stalled merge requests

Action Team

Acts on the insights. Drafts reports, flags risks, prepares alerts, and keeps your team moving.

Drafts sprint summaries from merge request data
Flags stale branches and blocked engineers
Prepares review assignments to balance workload
Alerts on pipeline degradation before it escalates
Syncs insights directly to your project management tool

Before and after Command

Before Command
Merge requests sit unreviewed for days
No visibility into who is blocked and why
Pipeline failures spotted too late
Sprint reports written from memory
Reviewer workload distributed unevenly
Stale branches pile up across repositories
Engineering velocity is a guess
After Command
Every merge request tracked with time-to-merge metrics
Blocked engineers flagged instantly with context
Pipeline health monitored continuously, flaky tests identified
Sprint summaries generated automatically from data
Review assignments balanced across the team
Stale branches surfaced and owners notified
Engineering velocity measured and trended weekly

What Command can do with your GitLab

Sprint velocity tracking

Command analyses what shipped versus what was planned and builds velocity trends your team can actually act on.

Reviewer load balancing

Identifies which engineers are reviewing too much and which are waiting too long, then suggests rebalancing.

Pipeline health monitoring

Tracks CI/CD pass rates across every repository and flags degradation before it becomes a blocker.

Merge request intelligence

Surfaces stalled merge requests, stale branches, and review bottlenecks across your entire GitLab instance.

Common questions about GitLab integration

Is my source code stored outside GitLab?

No. Command analyses metadata - merge requests, pipeline results, review cycles, and issue data. It never reads or copies your source code. Your code stays in GitLab.

Can Command work with self-hosted GitLab?

Yes. Command connects via API token to both GitLab.com and self-hosted instances. You control the access scope and can revoke the token at any time.

How long does it take to connect GitLab?

Under two minutes. You generate an API token with read access, paste it into Command, and it begins analysing your repositories immediately. First insights arrive within 48 hours.

Does this replace our CI/CD dashboards?

No. Command adds intelligence on top. It finds patterns that dashboards cannot show - like which reviewers are bottlenecks, which pipelines are gradually degrading, and which sprint patterns predict delivery delays.

What about private repositories?

Command only accesses repositories you explicitly grant token access to. You can scope the token to specific groups or projects. It never accesses anything outside the scope you define.

Can I revoke access at any time?

Yes. Revoke the API token in your GitLab settings and Command stops immediately. No cached data is retained after disconnection.

Does Command handle multiple GitLab groups?

Yes. Command analyses all groups and projects within the scope of your API token. It aggregates insights across your entire engineering organisation.

Connect your GitLab. See what's hiding.

Your repositories know more than your standups. Command finds the delivery patterns hiding in 2,400 merge requests, 340 bottlenecks, and 14 flaky tests.

One-click OAuth. Live within 48 hours. No IT team required.

Command also connects with

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