Live Demo — SDLC AI Agent

Requirement → Jira Backlog
in Seconds

Enter a plain-language software requirement. The AI agent reads architecture docs from Confluence, then auto-generates an Epic, User Stories with Acceptance Criteria, and Xray Test Cases in Jira.

Ollama Native Tool Calling Confluence Server Jira Server Xray FastAPI MCP Agent Loop
Requirement
Sample requirements
Agent Flow
User Requirement
Plain-language feature description
↓
Confluence Context Search
Architecture, tech stack, coding standards
↓
AI Decomposition
gpt-oss:20b with native tool calling
↓
Epic Created
High-level feature in Jira XRAYT
↓
User Stories + ACs
"As a user…" format with acceptance criteria
↓
Xray Test Cases
Step-by-step tests linked to stories
Generated Backlog

Enter a requirement and click Generate Backlog to create Epics, Stories, and Test Cases automatically.