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DevTools / AI
AI application realized during a hackathon that automates the entire development workflow: Jira ticket creation, code generation and automatic review
Context
Internal hackathon project
48h Hackathon
Team of 3
Drastically reduce the time between a product idea and production code. Objective: automate Jira ticket creation, code generation, and review to accelerate development cycles.
My Role
Lead Backend & AI Integration
RESPONSIBILITIES
- —FastAPI backend architecture with real-time WebSockets
- —OpenAI API integration + embeddings system (ChromaDB)
- —GitLab API + Jira API orchestration for automated workflow
- —Pipeline design: prompt → ticket → code → MR → review
DELIVERABLES
Functional MVP in 48h with end-to-end generation and live demo
Results
- ✓Functional prototype delivered in 48h hackathon
- ✓Complete pipeline: from idea to automatically reviewed code
- ✓Demo validated by jury with real code generation on GitLab
ACHIEVEMENTS
- •First project to combine Jira + GitLab + AI review in unified workflow
- •Proof of concept for accelerating development with AI
Technical Stack
TECHNOLOGIES
FastAPINuxt.jsPythonMCPWebSocketsVue 3ChromaDBTypeScriptPrimeVueTailwindCSSOpenAI APIGitLab APIJira APIAI Automation
KEY FEATURES
- —Automatic Jira ticket generation from a prompt
- —Code generation based on the created ticket
- —GitLab branch creation + commit + automatic MR
- —Diff analysis and automatic merge request review
- —Real-time updates via WebSocket
- —Embeddings system for generation context
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