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 separate bug issue type?

No. Linear uses a single issue type for everything. Bugs are distinguished using labels (e.g., a "Bug" label). This keeps the interface fast and uniform while still allowing you to filter and track bugs separately.

How do I set up SLAs for bugs in Linear?

Use Linear's SLA feature in Team Settings to set response and resolution time targets per priority level. Combine this with automations that assign and escalate bugs based on severity labels.

Is Vantage free to try?

Yes. Vantage offers a free tier with 1 project and 5 AI queries per month.

How-ToAug 14, 20268 min read

How to Track Bugs in Linear (2026 Guide)

Linear's speed and opinionated workflows make it a strong choice for bug tracking. Unlike Jira, Linear does not use separate issue types for bugs. Instead, you use labels and triage to separate defects from feature work while keeping everything in a single fast interface.

This guide covers how to build an effective bug tracking system in Linear using labels, triage, views, and automations.

Step-by-step guide

Step 1: Create a Bug label group

Go to Team Settings > Labels and create a label group called "Type" with labels: Bug, Feature, Improvement, Chore. Create a second group called "Severity" with labels: Sev-0 (outage), Sev-1 (major broken flow), Sev-2 (degraded experience), Sev-3 (cosmetic). Apply these labels consistently to every issue.

Step 2: Enable and configure Triage

Enable Triage in Team Settings. All new issues, including bugs reported via Slack or email, land in Triage first. During daily triage, label each issue as Bug/Feature/etc., set severity and priority, and accept or decline. This prevents unvetted bugs from polluting your backlog.

Step 3: Create a Bugs view

Create a saved view filtered to Label = Bug. Group by Priority. This gives you a dedicated bug board showing Urgent, High, Medium, and Low bugs. Pin this view to your sidebar for quick access during standups.

Step 4: Set up SLA automations

In Team Settings > Automations, create rules: auto-assign Sev-0 bugs to the on-call engineer, move Sev-0 bugs to "In Progress" immediately, send a Slack notification to #engineering for any Sev-0 or Sev-1 bug. Use Linear's SLA feature to set response time targets per severity level.

Step 5: Link bugs to projects and cycles

Assign bugs to the relevant Linear Project so they appear alongside the feature work they affect. Add Sev-0 and Sev-1 bugs to the current Cycle so they are visible in sprint planning. Lower severity bugs can remain in the backlog until explicitly pulled in.

Step 6: Track bug metrics

Use Linear's analytics to monitor: bugs created per week, mean time to resolve by severity, bugs per project area, and triage-to-resolution time. Review these metrics monthly to spot quality trends.

Common mistakes

Skipping Triage for bugs

Letting bugs bypass Triage means anyone can add bugs directly to the backlog without vetting. This leads to duplicates, incomplete reports, and backlog bloat. Triage every bug, even urgent ones.

Not using severity labels

Without severity labels, all bugs look equally important. A cosmetic alignment issue and a data corruption bug should not have the same urgency. Severity labels create an objective framework for prioritization.

Letting old bugs accumulate

Bugs older than 90 days that have not been prioritized are unlikely to ever be fixed. Archive them. If they matter, they will be re-reported. A clean backlog is a useful backlog.

Tips

Use Linear's Slack integration to let anyone report bugs directly from Slack messages
Create a "Bug Duty" rotation where one engineer handles all new bug triage each week
Use Sub-Issues to break complex bugs into investigation and fix tasks

How Vantage helps

Vantage syncs bi-directionally with Linear. When you generate tickets from a PRD in Vantage, they push to Linear with full context. When bugs are filed in Linear against a feature area, Vantage surfaces them as context during future PRD generation, so new specs account for known issues.