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.

What is the difference between GitHub Milestones and GitHub Projects?

Milestones are time-boxed groupings of issues with a due date and progress bar. GitHub Projects are Kanban-style boards for managing workflows across issues and PRs. They serve different purposes: milestones for release/sprint tracking, Projects for workflow management.

Can milestones span multiple repositories?

GitHub Milestones are repository-scoped. For cross-repo milestone tracking, use GitHub Projects at the organization level, which can aggregate issues from multiple repositories into a single board.

How do I report on milestone velocity?

GitHub does not have built-in velocity charts. Export milestone data via the GitHub API and visualize in a spreadsheet or use a third-party tool like ZenHub or Linear GitHub integration for velocity reporting.

How-To2026-08-217 min read

How to Create Milestones in GitHub Projects (Step-by-Step)

GitHub Milestones are time-boxed containers for issues and pull requests that represent a significant deliverable — a release, a sprint, or a feature set. For engineering teams that work directly in GitHub, milestones provide a lightweight way to group work and track progress without leaving the tool where code lives.

This guide covers creating GitHub milestones, linking issues and PRs, tracking progress, and using milestones for release planning.

Step-by-step guide

Create a milestone

Navigate to your GitHub repository > Issues > Milestones > New Milestone. Give the milestone a name that describes the deliverable: "v2.1.0 Release," "Sprint 12," or "Q3 Auth Improvements." Add a description and set a Due Date. The due date drives the milestone progress bar and deadline tracking.

Assign issues to the milestone

Open any issue and use the Milestone field in the right sidebar to assign it to a milestone. For bulk assignment, go to the Issues list, select multiple issues using the checkboxes, and use the Milestone dropdown at the top. Issues can only belong to one milestone at a time.

Link pull requests to the milestone

Open a pull request and assign it to a milestone using the same sidebar field. When the PR is merged, the associated issue (linked via "Closes #123" in the PR description) is automatically closed and marked complete in the milestone progress.

Track milestone progress

Go to Issues > Milestones and click your milestone. You will see: a progress bar showing open vs. closed issues by count and story points (if you use GitHub Issues estimate labels), the due date with days remaining, and the list of all open and closed issues.

Use milestones for release planning

For software releases, create milestones aligned with version numbers. Tag the milestone with the release branch. When all issues in the milestone are closed, create a GitHub Release pointing to the milestone. The release notes auto-populate from closed issue titles and PR descriptions.

Close or reopen milestones

When a milestone is complete, close it via Milestones > Close Milestone. Closed milestones are archived but remain visible in the Milestones history. If scope changes push work out, do not delete the milestone — move individual issues to a future milestone and close the current one on schedule.

Common mistakes

Using milestones as permanent backlogs

Milestones should have due dates and close when the date passes, whether complete or not. Open-ended milestones become dumping grounds. For permanent backlog management, use GitHub Projects boards instead.

Not linking PRs to issues

Milestones track issues, not PRs. If PRs are not linked to issues (via "Closes #123"), the milestone progress bar does not update when PRs merge. Establish a team convention that every PR closes at least one issue.

Overfilling milestones

A milestone with 50+ issues is not a plan — it is a wishlist. Keep milestones to work that is genuinely achievable in the milestone timeframe based on team velocity.

Tips

Create next sprint's milestone during the current sprint's planning session — never scramble to create it day-of

Use GitHub milestone API to export milestone data to your reporting tools

Add a milestone description that links to the sprint plan doc or PRD

Filter the Issues list by milestone to get a focused view during sprint standups

How Vantage helps

Vantage integrates with GitHub to query your codebase and surfaced completed work. Milestones in GitHub can be linked to Vantage projects so PMs can see engineering progress alongside the PRD and requirements without switching tools.