Build Multi-Agent AI Systems on Google Cloud
Details
Join GDG Yerevan together with Yandex Hall Armenia for a hands-on AI workshop focused on building practical multi-agent systems using modern cloud and AI tooling.
During this workshop participants will:
• Explore agentic system design and orchestration
• Learn practical deployment approaches on Google Cloud and Vertex AI
• Work with agent memory, context, and lightweight RAG approaches
• Build and deploy a small “micro-agent” system using TypeScript or Python
• Extend the system with their own custom agent ideas
The workshop combines short expert sessions with a long hands-on coding format where speakers actively mentor participants throughout the day.
Speakers:
• Vadim Patsev — Yandex Armenia
Agent memory & context engineering
LinkedIn: https://www.linkedin.com/in/basvasilich/
• Armen Vardanyan — GDE Angular
Agentic architectures & orchestration
LinkedIn: https://www.linkedin.com/in/armen-vardanyan-am/
• Rohan Singh — GDE Cloud
Cloud & infrastructure for AI systems
LinkedIn: https://www.linkedin.com/in/rohankalhans/
🗓️ June 20 — AI Micro-Agent Workshop
10:30 – 11:00
📝 Registration & Networking
• Check-in
• Coffee & light networking
11:00 – 11:10
👋 Opening
• Intro to the workshop
• What participants will build by the end of the day
• Quick architecture overview
11:10 – 11:50
☁️ Cloud & Infrastructure for Agent Systems — Rohan
• Using Google Cloud for AI agents
• Cloud Run / Functions / deployment flow
• Vertex AI integration basics
• Orchestration & practical infra setup
11:50 – 12:30
🤖 Building the Agentic Layer — Armen
• Agent design patterns
• Tool calling / workflows / orchestration
• How agents communicate
• Practical architecture for multi-agent systems
• Keeping the implementation manageable for participants
12:30 – 13:00
🧠 Agent Memory & Context Engineering — Vadim
• What should agents remember
• Memory design trade-offs
• RAG vs lightweight storage approaches
• Long-term usefulness of memory/context systems
13:00 – 13:20
🛠 Hands-on Kickoff
• Walkthrough of starter repository
• Explanation of prepared agents/services
• Cloud setup instructions
• Team formation / expectations
13:20 – 16:30
💻 Hands-on Coding Session
Participants will build and deploy a small multi-agent system using TypeScript or Python.
Planned setup:
• Pre-prepared repository
• Premade agents
• Basic storage/data layer
• Deployment to Google Cloud
• Participants configure orchestration and extend the system
• Optional creative task: add one custom agent
Speakers will walk around helping participants individually.
Coffee / pizza available continuously, with no dedicated breaks.
16:30 – 17:30
🚀 Wrap-up & Demos
• Voluntary participant demos
• Discussion of architectures & approaches
• Lessons learned
• Future directions / Q&A
📍 Yandex Hall (Moskovyan 35, Yerevan)
👥 Limited spots: around 40 participants
🔗 Registration: https://forms.gle/owUAq9eEU48LASmk6
Yandex Hall, a public space for Armenia’s IT community by Yandex Armenia.
Agenda
***
Hosted By
Vardan Papikyan, CEO
Involved in Google Developer Groups community since 2010, co-founder of GDG Yerevan.
Specialized in Search Engine Optimization (SEO), web advertising, localization, affiliate marketing, social media optimization, web publishing & blogging, web and content design. Managing Eurodirections.com and intech.am projects.
Roland Yeghiazaryan, GDG Organizer
Davit Hayrapetyan, GDG Organizer
Rohan Singh, Senior Cloud Infrastructure Engineer
Cloud | DevOps | Infrastructure | Writer | Google Cloud Champion Innovator - Modern Architecture | Motorcyclist
Lusine Gasparyan,
Armen Vardanyan, Front-End Team Lead
Google Developer Expert for Angular, Frontend Team Lead at VOLO LLC. Mentor, open source contributor, public speaker and technical writer.
Martin Mirzoyan, GDG Co-organizer
Complete your event RSVP here: https://forms.gle/Y8E5qPAWHcjgeqA77