Linear provides an opinionated GraphQL API and real-time data-change webhooks for engineering and product issue tracking. In business operations like customer feedback resolution, an AI agent monitors incoming customer feedback, queries Linear for matching issues by team, title, or label, and drafts a structured issue or investigation comment with reproduction evidence. The product or engineering lead retains authority to approve bug creation, assign priority, or close duplicate reports. The agent never autonomously closes active customer tickets or modifies sprint cycles without human sign-off.
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Turn a warning sign into a recovery plan someone owns.
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Carry customer feedback through an accepted response and follow-up.
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View templateEngineering leads, product managers, and operations teams managing issue triage and customer feedback handoffs.
A customer submits a report that CSV exports fail when dates contain slashes. The agent searches Linear for existing export issues, identifies an open bug on the Web team with similar symptoms, and drafts an internal comment with the customer's reproduction steps rather than creating a duplicate ticket. The product lead approves adding the customer note and linking the report to the existing Linear issue.
Linear's public API is exclusively GraphQL, requiring structured queries and mutations over HTTPS rather than standard REST endpoints.
While the GraphQL API provides issueUpdate and issueDelete mutations, safe operational governance requires human approval before closing active issues or deleting team records.
Linear supports issue attachments via dedicated GraphQL mutations and attachment objects, or URLs pointing to externally hosted customer files.