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 have a backlog grooming feature?

Linear does not have a dedicated grooming tool. Teams model grooming using saved views (filter to no-cycle backlog issues), labels (Groomed/Needs Work), and cycle draft planning. The workflow is lightweight and fast once set up.

What is the right estimate scale for Linear?

Linear supports any estimate scale you configure. Fibonacci (1, 2, 3, 5, 8, 13) is most common for story points. T-shirt sizes (XS/S/M/L/XL) are also popular. Choose the scale your team naturally thinks in and apply it consistently.

How do I handle issues that require design before estimation?

Label them "Needs Design" and exclude them from grooming. Schedule a design review before the next grooming session. Issues should not be estimated before design is complete — the design often changes scope significantly.

How-To2026-08-218 min read

How to Run Backlog Grooming in Linear (Step-by-Step)

Linear's streamlined interface makes backlog grooming faster than in most project management tools. Issues in Linear are lightweight by default — concise, focused, and easy to update in real time. The backlog grooming workflow in Linear leverages its priority sorting, estimate fields, and label system to create a consistently sprint-ready top of backlog.

This guide covers the Linear-specific grooming workflow from backlog setup through cycle-ready prioritization.

Step-by-step guide

Access the team backlog

In Linear, navigate to your team's Issues view and filter to "No Cycle" (issues not assigned to any cycle) with status "Backlog" or "Todo." This is your working backlog for grooming. Sort by Priority descending so the highest-priority items are at the top. Pin this filter as a saved view called "Backlog Grooming."

Pre-screen issues before the meeting

Before the grooming session, the PM reviews the top 20 issues. Issues that are not ready for discussion — missing description, no acceptance criteria, or blocked pending another decision — are moved to a "Needs Work" label and removed from the grooming queue. The PM should also draft initial priority ordering based on product strategy.

Review issues in the grooming session

For each top-priority issue, the PM shares the Linear issue link (or opens it in full-screen mode). Review the title, description, acceptance criteria, and any attached Figma designs. Engineers ask clarifying questions; the PM updates the issue description in real time. A well-defined issue should take under 5 minutes to review.

Set estimates in Linear

Linear supports estimates in story points or time (configurable in Team Settings > Estimates). After understanding the issue, the team estimates it. In Linear, estimates appear as a small number badge on the issue. Use the estimate field in the issue right panel. If estimates diverge by more than one step, discuss the source of uncertainty before landing on a number.

Adjust priority using Linear priority levels

Linear has four priority levels: Urgent, High, Medium, No priority. Set each groomed issue to the appropriate priority level. Within the same priority level, use the drag-to-sort feature in the Issues list to establish relative ranking. The sort order within a priority level determines the cycle planning order.

Add a "groomed" label

Add a Linear label "Groomed" to every issue that passes the grooming checklist: has a description, acceptance criteria, estimate, and is correctly prioritized. During cycle planning, filter to "Label = Groomed" to quickly identify cycle-ready issues.

Break down large estimates

In Linear, issues estimated above a team-defined threshold (typically 8 points) should be split. Open the issue and use the "Create sub-issue" feature to break the work into smaller child issues. Parent issues with sub-issues show a progress bar based on sub-issue completion — useful for tracking large features.

Common mistakes

Grooming issues without pre-screening

Arriving at a grooming session with 30 issues in random order wastes the first 15 minutes triaging what to even discuss. The PM must pre-screen and rank the backlog before the session.

Not using Linear labels for grooming state

Without a "Groomed" label, cycle planning requires re-reviewing every issue to determine readiness. The label system is a time-saving signal during planning.

Setting estimates alone

PM-set estimates are often wrong because the PM does not understand implementation complexity. Estimates must come from engineers with PM providing the context. Group estimation in the grooming session produces more accurate cycle plans.

Tips

Use Linear's keyboard shortcuts during grooming: P to set priority, E to add estimate — this speeds up grooming significantly

Share the Linear issue link in Slack before the grooming session so engineers can review asynchronously

Create a Linear cycle "draft" for the next cycle during grooming — add issues to the draft as they pass grooming

Use Linear's "Priority" roadmap view to see the groomed backlog in a visual format that helps discuss relative ordering

How Vantage helps

Vantage pushes tickets to Linear with descriptions and acceptance criteria already written from the PRD. During grooming, teams refine rather than write — which cuts grooming session time in half and produces more accurate estimates because context is clear from the start.