Build With AI: The Autonomous Agent Economy - Hands-on with Gemini 3 & A2A

The era of "Chatbots that Read" is ending. We are entering the era of Agentic Vision and Autonomous Interoperability. 🚀

In this hands-on workshop, we aren't just building a bot, but we are implementing Deterministic AI Engineering. You’ll learn how to build a system that doesn't just "guess"; it investigates, codes, and transacts.

Join us as we dive into the blueprint of the autonomous economy using Google’s latest "bleeding-edge" stack. 🛠️

🏗️ What We’re Building
We will "awaken" a multi-agent system, giving it senses, memory, and the ability to talk to other AI:

👁️ The Eyes (Vision Agent): Use Gemini 3 Flash with Code Execution. Instead of guessing, your agent will write Python code (OpenCV) to count and verify visual data deterministically.

🧠 The Memory (Supplier Agent): Power your agents with AlloyDB AI and ScaNN. Learn how to perform near-instant semantic vector searches across millions of records.

🤝 The Handshake (A2A Protocol): Implement the brand-new Agent-to-Agent (A2A) protocol. Watch as your Vision Agent autonomously discovers and orders stock from your Supplier Agent without human intervention.

🎓 What You’ll Learn

How to set up AlloyDB with vector embeddings for high-speed AI memory. ⚡

Implementing the Think-Act-Observe loop in Gemini 3 Flash. 🔄

Deploying a Multi-Agent Orchestrator using the A2A standard. 🌐

Transitioning from "Generative AI" to "Agentic AI." 📈

📋 Prerequisites

A laptop with a modern browser (Chrome preferred). 💻

Basic familiarity with Python and SQL. 🐍

A Google Cloud project with billing enabled (we will provide credits/links where possible!). ☁️

🗓️ Details

Date: April 25, 2026

Location: Environment 3 (EV3), 200 University Avenue West, Waterloo, N2L 3G3 (Room # TBD)

Space is limited for this hands-on deep dive. Grab your spot and let’s build the autonomous future together! 🏁

💬 Exclusive After-Hours Support: All attendees will be invited to our GDG Waterloo Discord, where you’ll get ongoing access to our TAs for technical support and follow-up guidance long after the workshop ends! 🛠️🤝

Agenda

---

Speaker

Faisal Abid (GDE) - Bitstrapped (VP of Engineering)

Faisal is a Google Developer Expert, Entrepreneur, and Engineer. He is a programming language enthusiast and loves solving software engineering challenges across the stack
At any point during the day, you can find Faisal writing mobile apps in Flutter, building backends in Dart, Node.js or Rust, creating models with Tensorflow or deploying services with Kubernetes.Faisal Abid is t…

Host

Sanjay Sekar Samuel

Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-waterloo-presents-build-with-ai-the-autonomous-agent-economy-hands-on-with-gemini-3-amp-a2a/.