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.

How often should a product team run bug triage?

For teams shipping weekly, a 15-minute daily triage session works best. For teams on longer cycles, twice-weekly 30-minute sessions are sufficient. The key is that no reported bug sits unreviewed for more than 48 hours — adjust the frequency to meet that target.

Should PMs or engineers run bug triage?

Ideally, triage is a shared responsibility. The PM classifies severity based on customer impact and business priority, while an engineer validates reproducibility and estimates effort. Pairing both perspectives ensures bugs are prioritized correctly.

How do I handle duplicate bug reports in Linear?

Use Linear's 'Mark as duplicate' feature to link the duplicate to the original issue. Add the duplicate reporter as a subscriber to the original so they get status updates. Track duplicate rates — if the same bug is reported three or more times, it likely needs higher priority.

How-To2026-09-0310 min read

How to Set Up a Bug Triage Workflow in Linear

Bugs reported without a triage process pile up in an unsorted backlog where critical issues sit next to cosmetic nits and nobody knows which to fix first. A structured triage workflow ensures every bug gets evaluated, prioritized, and routed to the right team within a predictable timeframe.

Linear's workflow states, labels, and automations make it ideal for building a triage pipeline that scales with your team. This guide walks you through setting up a complete bug triage system in Linear — from intake and classification to SLA tracking and resolution.

Step-by-step guide

Create a dedicated Bug Triage team or project

In Linear, create a new team called Bug Triage (or a dedicated project within your existing team). This acts as the intake queue where all newly reported bugs land before being triaged and routed. Having a separate intake space prevents untriaged bugs from cluttering your sprint backlog and makes it clear which issues still need evaluation.

Create the team with a simple workflow: Triage, Accepted, Rejected, Routed
Set the default state for new issues to Triage so every bug starts in the intake queue
Add team members who will participate in the triage rotation

Define your bug severity levels and SLAs

Create labels in Linear for severity: S0-Critical (production down, data loss), S1-Major (feature broken, no workaround), S2-Moderate (feature broken, workaround exists), S3-Minor (cosmetic, edge case). Define response and resolution SLAs for each level — for example, S0 gets a 1-hour response and 24-hour resolution target, while S3 gets a 1-week response with no fixed resolution deadline.

Create severity labels with color coding: red for S0, orange for S1, yellow for S2, gray for S3
Document your SLA targets in a Linear document or wiki page linked from the project description
Create a 'Needs SLA' label that auto-applies when a bug has been in Triage for more than 24 hours

Set up the bug report template

Create an issue template in Linear for bug reports with required fields: Steps to Reproduce, Expected Behavior, Actual Behavior, Severity (select from S0-S3), Environment (production/staging/development), and a section for screenshots or recordings. A structured template ensures you get reproducible reports instead of vague complaints like 'the button does not work.'

Make Steps to Reproduce a required section with numbered step format
Include a Device/Browser field for frontend bugs and an API endpoint field for backend bugs
Add a 'Customer Impact' section that estimates how many users are affected

Configure automated routing and notifications

Use Linear's automations to route bugs based on labels. When a bug is labeled with a specific area (frontend, backend, infrastructure, mobile), automatically assign it to the corresponding team lead. Set up Slack notifications for S0 and S1 bugs so the on-call engineer is alerted immediately. Lower-severity bugs get batched into a daily digest instead of interrupting the team.

Create automations that assign issues based on area labels to the relevant team lead
Set up a Slack integration that posts S0/S1 bugs to your incidents channel immediately
Create a daily Slack digest for S2/S3 bugs so the team reviews them during triage without interruption

Establish the triage meeting cadence

Schedule a 15-minute daily triage stand-up (or 30-minute twice-weekly session for smaller teams) where the triage rotation lead reviews all bugs in the Triage state. For each bug, the lead assigns severity, validates reproducibility, and either accepts and routes it or rejects it with a reason. No bug should sit in Triage for more than 48 hours.

Rotate the triage lead weekly so the burden does not fall on one person
Use Linear's triage view filtered to issues in the Triage state sorted by creation date
Set a hard rule: every bug gets a disposition (accepted, rejected, or needs-info) within 48 hours

Track triage metrics and improve the process

Use Linear's analytics to track triage throughput: time from report to triage decision, time from triage to resolution, and the percentage of bugs that meet their SLA targets. Review these metrics monthly to identify bottlenecks — if backend bugs consistently miss SLAs while frontend bugs do not, you have a resourcing problem to address.

Create a Linear view showing bugs that have breached their SLA target
Track the ratio of accepted to rejected bugs — a high rejection rate may indicate a report quality problem
Review monthly whether severity definitions need calibration based on actual customer impact

Common mistakes

Treating all bugs as equal priority

Without severity levels, every bug competes equally for engineering time, which means critical production issues get the same attention as a misaligned icon. Severity classification is the single most important step in triage — skip it and you have a list, not a process.

Skipping the triage step and assigning directly

When bugs go straight to engineers without triage, developers waste time investigating duplicates, non-reproducible issues, and feature requests mislabeled as bugs. The triage step exists to protect engineering time, not add bureaucracy.

Not closing the loop with the reporter

Bug reporters who never hear back stop reporting bugs, which means you lose valuable signal. Always update the issue status and add a comment when a bug is triaged, even if the disposition is 'deferred' or 'won't fix.'

Having SLAs with no accountability mechanism

SLAs that exist on paper but are never reviewed become meaningless. If nobody tracks whether S0 bugs are actually resolved within 24 hours, the SLAs provide false comfort. Build the tracking into your weekly review process.

Tips

Use Linear's 'Ask for clarification' workflow state to push incomplete bug reports back to the reporter instead of guessing what they meant

Create a Linear cycle specifically for bug fixes so you can balance new feature work with bug debt in your sprint planning

Tag bugs that originated from customer support tickets so you can track the percentage of support volume driven by product bugs versus user confusion

Archive rejected bugs with a clear reason so you have a record when the same issue is reported again and can quickly validate whether circumstances have changed

How Vantage helps

Vantage's bi-directional Linear integration keeps your bug triage workflow in sync with your product planning. When a bug reveals a deeper product issue, Vantage lets you escalate it into a requirement in your PRD and generate the implementation tickets needed to fix the root cause, not just the symptom.