Gemini AI Classroom Assistant: AI Agent Orchestration for Smarter Digital Learning

How can one teacher effectively monitor 75 screens in a computer lab? At HKIIT, we solved this challenge by building the Gemini AI Classroom Assistant, an AI Agent-powered system leveraging Vertex AI Gemini 3.0 and orchestrated with GenKit on Google Cloud.
This talk explores how specialized AI Agents collaborate to transform classroom management:

Invigilator Agent: Detects unauthorized apps, AI chat tools, and academic dishonesty in real time.
Wellness Coach Agent: Monitors engagement, frustration, and progress to provide proactive support.
Analysis Agents: Process multimodal inputs (screenshots, videos) and trigger tools for messaging, irregularity logging, and progress tracking.

We’ll showcase how these AI Agents interact through serverless flows, leveraging Firebase, Cloud Functions, and Firestore for scalable, secure orchestration. Expect a live demo of agent-driven interventions and insights that empower teachers to focus on teaching while AI handles compliance and welfare.
Key Takeaways:

Understand how AI Agents redefine classroom monitoring and engagement.
Explore agent roles and tool orchestration using GenKit.
Learn the architecture behind real-time multimodal analysis at scale.
See how AI Agents collaborate to deliver actionable insights for educators.

Control humanoid robots, robot dogs, and drones with voice and Agentic AI

Voice control in robotics has traditionally required intricate coordination between speech recognition, natural language processing, and response generation. This session demonstrates a project developed together with the Hong Kong Institute of Information Technology (HKIIT), showing how Agentic AI and speech-to-speech streaming can simplify voice control for humanoid robots, robot dogs, and drones. The presentation explores practical AWS-based architectures designed for efficient command processing, intent recognition, and robot control systems. Through live demonstrations, learn how to minimize latency while maintaining precision across diverse environments. Discover patterns for handling continuous speech input and coordinating responsive robot behavior in real-world scenarios.

Kubernetes Isekai (異世界）：Transforming Kubernetes Education into a Gamified Adventure

Kubernetes Isekai (異世界） is an open-source RPG designed for hands-on Kubernetes learning through gamification. Ideal for junior to Higher Diploma students at Hong Kong Institute of Information Technology (HKIIT), it transforms Kubernetes education into an engaging adventure.

Role-Playing Adventure: Students interact with NPCs who assign Kubernetes tasks.
Task-Based Learning: Tasks involve setting up and managing Kubernetes clusters.
Free Access: Uses AWS Academy Learner Lab with Minikube or Kubernetes.
Scalable Grading: AWS SAM application tests Kubernetes setups within AWS Lambda.
Progress Tracking: Students track progress and earn rewards.
This game offers practical Kubernetes experience in a fun, cost-effective way.
GenAI Chat: Integrates Generative AI to make NPC interactions more dynamic and fun, enhancing the overall learning experience.
Demo
https://www.youtube.com/watch?v=dIwNWwz681k

AWS Serverless OpenClaw Agent Platform: AgentCore, Lambda MicroVMs, and LiteLLM

Discover how to architect a highly secure, 100% serverless multi-tenant AI agent platform on AWS. This technical deep dive explores per-user isolation using Lambda MicroVMs, centralized governance and strict budget controls with LiteLLM and Aurora Serverless v2, and real-time visual dashboards for OpenClaw. Learn how to deploy an auto-scaling, serverless LiteLLM layer using AWS CDK to enforce security perimeters, observability, and cost management across all LLM workloads. The session also demonstrates how to synchronize real-time computer vision, serverless robotics, and multimodal AI runtimes through interactive web-based environments powered by Amazon Bedrock AgentCore container runtimes and automated AWS CDK deployment pipelines, showcasing a complete end-to-end architecture for scalable, secure, and intelligent AI systems.

Related Tech Blog:
Deep Dive Architectural Design of a Multi-Tenant Serverless OpenClaw Agent Platform Using Amazon Bedrock AgentCore, Lambda MicroVMs, and LiteLLM Budget Gates
https://builder.aws.com/content/3Gbk7b7CGRcy7VCafEdrIOzzgd7/deep-dive-architectural-design-of-a-multi-tenant-serverless-openclaw-agent-platform-using-amazon-bedrock-agentcore-lambda-microvms-and-litellm-budget-gates
Architecting a Secure Low Cost Serverless LiteLLM Gateway with AWS Lambda MicroVMs and AWS CDK
https://builder.aws.com/content/3GD1qQPk07Kz00M1CqRXXiVAC3F/architecting-a-secure-low-cost-serverless-litellm-gateway-with-aws-lambda-microvms-and-aws-cdk
How to Build a Jujutsu Kaisen Domain Expansion AR Game with AWS Bedrock AgentCore & CDK-Driven AI Commentator?
https://builder.aws.com/content/3FDJBF3vLcTYxXG7LmRMTJTjiZi/how-to-build-a-jujutsu-kaisen-domain-expansion-ar-game-with-aws-bedrock-agentcore-and-cdk-driven-ai-commentator