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An Engineering Manager at Softbinator Technologies describes how she eliminated manual Jira ticket creation by using AI to automate sprint planning. The workflow starts with a raw feature spec (and optionally Figma designs), which AI breaks down into scoped backend and frontend tickets complete with context, requirements, acceptance criteria, and testing steps. The tickets are then created directly in Jira, linked, and assigned. Beyond time savings, the key benefit is consistent ticket structure across every sprint, improving onboarding, retrospectives, and stakeholder visibility.

From Manual Jira Work to Automated Workflow: AI in Engineering