JIRA AI: Native Features and Building Custom AI Agents for Workflow Automation

Date:

  • Delivered a hands-on workshop showcasing JIRA’s native AI capabilities for intelligent issue summarization, sprint planning assistance, and backlog prioritization.
  • Demonstrated how to build custom AI agents on top of JIRA’s API to automate repetitive workflow tasks such as ticket triage, assignment routing, and status tracking.
  • Walked through end-to-end agent design — tool definitions, task decomposition, and integration with JIRA’s REST API and webhooks.
  • Showed live examples of agents automating sprint retrospective summaries and dependency detection across linked issues.
  • Covered best practices for prompt engineering, error handling, and safe deployment of AI agents in project management contexts.