AI JIRA Agent with Replit
As a PO, create an AI JIRA Agent so I never have to write JIRA stories ever again 🙏
Just joshing.
But I did build an AI JIRA Agent that bulk-creates JIRA issues—so I’m one step closer to making that dream a reality.
How it Works ✅
Uses LangGraph powered by Gemini 2.0 Flash Lite
Connects to JIRA securely with environment variables (API token, instance URL)
Creates issues via JiraToolkit + JiraAPIWrapper
Supports batch creation—just upload a list of issues in "Summary, Description" format
Real-time Gen AI responses with issue creation status
What I Learned
Even at temperature 0.1, Gen AI responses vary each time 🤔
Refactored the framework into a LangChain ReAct Agent with a little help from Gemini Pro 2.5 Experimental.
Used Replit with Flask to quickly spin up the UI.
I took a different approach than my first Replit project, and I’m already thinking about what’s next…
