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GitLab Orbit, now in public beta, is the context graph for the entire software lifecycle. t.co/n5Gi5BxV6i It continuously maps code, work items, pipelines, deployments, and production signals into a single live graph, so agents reason from first-party context instead of fragmented signals.

GitLab Orbit, now in public beta, is the context graph for the entire software lifecycle.
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GitLab Orbit, now in public beta, is the context graph for the entire software lifecycle.

Meg and Angelo explain how GitLab Orbit builds a live context graph connecting code, work items, pipelines, deployments, vulnerabilities, and production data. They cover its scalable indexing, data freshness, permissions model, query engine, and integrations for native and external AI agents.

Views
18.4K
Likes
76
Replies
11
Reposts
9
Quotes
5
Bookmarks
26
Topics
GitLab Context GraphAI Agent InfrastructureSoftware Lifecycle DataGraph Indexing ArchitectureSoftware

Analysis

Meg and Angelo explain how GitLab Orbit builds a live context graph connecting code, work items, pipelines, deployments, vulnerabilities, and production data. They cover its scalable indexing, data freshness, permissions model, query engine, and integrations for native and external AI agents.

Formats
Technical explainerProduct presentation
Topics
GitLab Context GraphAI Agent InfrastructureSoftware Lifecycle DataGraph Indexing Architecture
Categories
Developer ToolsArtificial IntelligenceSoftware Engineering
GitLab Orbit, now in public beta, is the context graph for the entire software lifecycle. https://t.co/n5Gi5BxV6i It continuously maps code, work items, pipelines, deployments, and production signals into a single live graph, so agents reason from first-party context instead of fragmented signals.
Hey, I'm Meg. Hey, I'm Angelo. And today we want to talk a little bit about how we built Orbit and why it matters in the age of agents.
  1. 01
    The First Host Greeting

    Open with a brief, personal introduction from the first speaker to create a friendly, human tone.

  2. 02
    The Second Host Greeting

    Introduce the second speaker immediately, establishing a shared presentation or co-host dynamic.

  3. 03
    The Two-Part Promise

    State that the video will explain both how the subject was made and why it matters in a larger trend or context.

As written
GitLab Orbit, now in public beta, is the context graph for the entire software lifecycle.
From the post
  1. 01
    The Big Positioning

    Announce the product or method and frame it as the central system for a broad process.

  2. 02
    The Mechanism

    Explain what the system connects and show how that unified context improves decisions or results.