The Challenge
Build your AI-based Product PoC in 24 hours with guidance from senior AI engineers.
Vibe Prototyping is a proven framework for rapid building of AI Products - the most demanded skill in 2026.
Join the vibrant Geekle Community with experienced mentors to learn how to launch AI projects and address real business problems with AI.
Guided by senior AI engineers, our participants will use production-grade tools, libraries, and techniques (Vibe Prototyping Framework) to move from idea to fully functional prototypes.
The Idea
Objectives
Enablement
Decentralized vibe prototyping enables AI experimentation culture
Learning
Teams acquire AI skills with access to mentors and workshops
Acceleration
Speed up GenAI adoption with costs reduced by up to 70%
Alignment
Bridge the gap between leadership strategy and technical execution
Internal Expertise
Reduce reliance on external vendors by building internal AI expertise
De-Risking
Make informed, low-risk decisions on AI strategy and implementation steps
Registration
The Program
Day 1
Opening Workshops
1) Agent Productivity
Vibe coding, prompting, and vendor comparison (Cursor/Copilot/Zencoder, etc)
Vibe designing your frontend (Replit/Lovable/Bolt, etc)
Foundation model vendors and features - comparison (OpenAI/Google, etc)
AI Tools and frameworks (Langchain, Langgraph, Mastra, etc)
2 RAG & Context Engineering
System prompting best practices
Structured document ingestion -> vector store
Retrieval augmentation with LangChain + OpenAI Functions.
3 Agent Orchestration & MCP
Multi‑step task planners orchestrated via open‑source frameworks.
Building Patterns
MCP (Model Composition Protocol) for chaining proprietary + open models.
Day 2-3
Build and ship
From idea to prototype
Teams choose use cases and build working prototypes, using pre-built templates tailored for your tech stack.
Mentorship by experienced AI engineers
We ensure your team avoids common pitfalls and makes technical decisions grounded in real-world production experience.
Demos, inauguration, prizes
Day 4
Closing Workshops
1 Benchmarking & Observability
Internal eval harnesses (accuracy, hallucination rate, latency).
Observability platforms (OpenTelemetry logs + dashboards).
2 Finetuning & MLOps
Compare the adapter vs full‑parameter finetuning flows.
Deploy via vendor‑managed vs self‑hosted inference endpoints.
Hackathon Highlights
01 / Kick-off
Introduction to the hackathon objectives and challenges
02 / Workshops & Tutorials
Learn the latest tools and best practices to use in your project
03 / Mentorship
Get guidance and feedback from experienced AI Engineers
04 / Project Development
Collaborate with your team
to meet requirements and create your AI solution prototype
05 / Final Presentations
Showcase your project to the panel of judges and colleagues
06 /Awards & Recognition
Win exciting prizes and get confirmation of your new skills
Mentors and Judges
TOP VOICES
The Community Tech Leaders
We gather community-selected tech leaders to share expertise and vision.
Module Mentor
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Participation Formats
In-Person
Full onsite experience with live workshops, team collaboration, and direct mentoring. Best for concentrated teamwork.
Hybrid
On-site teams with remote mentors, perfect for cost-effective scaling across global teams.
Book the Hackathon
Organizer Team
Geekle Team has five years of experience running technical events for a community of 300,000 developers.
For this hackathon, we work closely with your internal HR and Learning & Development teams, acting to help you reach your goals smoothly and effectively.
