How is Vantage different from ChatGPT or Claude?

ChatGPT and Claude are great for one-off generation. Vantage is a full workspace. It connects your tools, tracks dependencies across projects, catches conflicts between products, and surfaces what needs your attention every morning. It also remembers every past decision, so a new PM can query across all projects and get cited answers in seconds.

Do I have to switch away from Notion or Linear?

No. You keep all your tools. Vantage connects to them and builds intelligence on top. When you're ready, you can push tickets to Linear or Jira. But the value starts before you create anything — just by connecting your tools and seeing what the intelligence layer surfaces.

What happens on day one?

You connect your tools — GitHub, Linear, Slack — 2 minutes each. Vantage indexes your existing data overnight. By the next morning, you see your first decision queue: what's stale, what conflicts, what changed. No manual setup. No templates to fill out.

What if I only manage one project?

Vantage works for single projects, but it shines when you manage 3–5 or more. Conflict detection, cross-project memory, and the decision queue are most valuable when you have multiple projects that need to stay in sync. If you manage one project, start with the free tier and see if the cited query engine alone saves you time.

All data encrypted in transit and at rest. We never train on your data — the AI providers we use are contractually barred from it. You can disconnect any integration or delete your account at any time. Pursuing SOC 2 Type II.

How does Vantage keep documents and tickets up to date?

When context shifts, you add the new information and Vantage rebuilds every connected deliverable. Documents, prototypes, and tickets all update. You review the changes, accept or reject each one, and approve. Nothing updates silently, and every change is traceable.

How do I get started?

Sign up free at app.vantageos.tech. Connect your tools, and generate your first grounded document within minutes. No credit card required. Upgrade when you need more projects or features.

Does Linear auto-close issues when PRs are merged?

Yes, when auto-status updates are enabled. When a PR linked to a Linear issue is merged, Linear moves the issue to the Done state. If you want issues to require manual close after deployment, disable auto-Done and only enable auto-In Review.

Can Linear connect to GitHub Enterprise?

Yes. Linear supports GitHub Enterprise Server. The setup is the same as GitHub Cloud but requires the GitHub Enterprise server URL during the authorization step. This is available on Linear Business and Enterprise plans.

What happens if an engineer creates a PR without a Linear issue?

The PR will not link to any Linear issue, and no status updates occur. This is common for engineering-initiated work (refactors, dependency updates). Create a Linear issue and link the PR retroactively by mentioning the issue ID in a PR comment: "Relates to ENG-456."

How-To2026-08-218 min read

How to Integrate GitHub with Linear (Step-by-Step)

The GitHub-Linear integration is the keystone of a modern engineering workflow. Engineers create branches named with the Linear issue ID, work on the code, and when they open a pull request, Linear automatically links the PR to the issue and updates its status. PMs see engineering progress in Linear without asking engineers for updates. Engineers see issue context in GitHub without switching tools.

This guide covers the complete GitHub-Linear integration setup from installation through workflow automation.

Step-by-step guide

Install the GitHub integration in Linear

In Linear, go to Settings > Integrations > GitHub. Click "Connect GitHub." Authorize Linear to access your GitHub organization. Select the repositories to connect (you can connect all repos or specific ones). Linear will now listen for branch names and PR events that reference Linear issue IDs.

Establish the branch naming convention

Linear auto-generates branch names for each issue. When you open a Linear issue, click the branch icon (or press Ctrl+Shift+,) to copy the branch name. The format is: your-team-name/issue-id-issue-title-kebab-case (e.g., eng/ENG-123-add-oauth-login). Engineers run git checkout -b [paste branch name] to create the correctly named branch.

Configure auto-status updates

In Linear Settings > Integrations > GitHub > Configure, enable "Auto-update issue status from PR events." When a branch is created: issue moves to "In Progress." When a PR is opened: issue moves to "In Review." When a PR is merged: issue moves to "Done." This eliminates the need for engineers to manually update issue status in Linear.

Link PRs to issues via commits

Engineers can also link PRs to Linear issues using commit messages: "Fixes ENG-123: Add OAuth login button." Linear detects the issue ID in the commit message and links the PR to the issue. When the PR merges, the issue closes automatically. This is the fallback if the branch naming convention is not followed.

View PR status in Linear

In any Linear issue, the PR panel (right sidebar) shows: PR title, branch name, review status (approved/changes requested/pending), CI status (passing/failing), and merge status. PMs can see whether the PR is approved and CI is passing without accessing GitHub directly.

Set up deployment tracking

If your GitHub Actions include a deployment step, configure Linear's deployment tracking: in Linear Settings > GitHub, enable "Track deployments." When a GitHub deployment event fires, Linear shows the deployment status on linked issues. This lets PMs confirm when a shipped issue is actually live in production.

Create a Linear Git workflow guide for the team

Document the team's Linear-GitHub workflow in a Linear document: (1) Create or assign a Linear issue, (2) Copy the branch name from Linear, (3) Create the branch, (4) Write code, (5) Open PR — Linear automatically links and updates status. Share this in your engineering onboarding doc so every new engineer follows the same flow from day one.

Common mistakes

Not setting the branch naming convention

The GitHub-Linear integration only auto-links issues if branch names contain the issue ID. Engineers who create branches without the Linear ID (e.g., "feature/oauth") break the automation. The branch name copy feature in Linear makes this convention easy to follow.

Connecting the wrong repositories

Connecting all GitHub repos including internal tools and ops scripts creates noise in Linear. Connect only the repositories that contain product code linked to Linear issues.

Ignoring CI status in Linear

The CI status badge on Linear issues (red/green from GitHub Actions) is actionable data. Engineers should not move issues to Done if CI is red. Add this to the definition of done: PR merged AND CI passing.

Tips

Use Linear's keyboard shortcut to copy branch names — it is much faster than typing the issue ID manually

Add a GitHub Actions step that comments the Linear issue URL on every PR for easy navigation back to the Linear issue

Configure Linear to show GitHub PR review status on the sprint board so PMs can see which issues are blocked on review

Use the Linear API to pull PR cycle time data for engineering velocity analysis

How Vantage helps

Vantage's GitHub integration lets PMs query the codebase as product context for PRD generation. When Linear issues are linked to GitHub PRs via this integration, Vantage can surface implementation details from merged PRs to inform future PRD decisions — creating a feedback loop from code back to product.