Build a Multi-Agent AI App on AWS - Hands On Workshop
Build a multi-agent AI app on Amazon Bedrock AgentCore, from first line of code to production deployment, in a single afternoon.
Hosted by the AWS Startup Team Canada at YYZ18 (18 York St, Toronto). Sponsored by Caylent.
Agenda
1:30 PM / Welcome
2:15 PM / Introduction (AWS + Caylent)
2:30 PM / Hands-on workshop (Nima Arki & Victor Fonne, AWS)
4:30 PM / Workshop wrap-up
4:45 PM / Production use case walkthrough (Caylent)
5:00 PM / Happy hour (light food and drinks)
7:00 PM / End
What you'll build
Three specialist agents (Brand Intelligence, Content Generation, Campaign Planning) coordinated via A2A protocol, each on its own AgentCore Runtime
Agents connected to external tools and analytics through MCP Gateway with Lambda-backed tools
Cedar policies enforcing guardrails at the gateway: live demos of policies blocking oversized recipient lists and quiet-hour sends that agents cannot bypass
Brand preferences and campaign history persisted across sessions with AgentCore Memory, plus sandboxed analytics via Code Interpreter
Cognito JWT for human users (Auth Code + PKCE) and M2M JWT via Token Vault for agent-to-agent calls
Agent quality evaluation with built-in evaluators, on-demand or continuous
Agent Registry for discovery and lifecycle governance
CDK deployment of the entire stack with an Amplify-hosted React frontend
What you leave with A reference architecture for production agentic apps on AWS: orchestration, tools, policy, memory, auth, and IaC in one stack.
What to bring Your laptop. Everything else is provided.
Who should attend Engineers, architects, and technical founders building or evaluating production AI agent systems.
Hosts AWS (Amazon Bedrock AgentCore) + Caylent (AWS Premier Tier Services Partner, multi-time AWS Partner of the Year)
Toronto Tech Week is a citywide celebration of the people building what’s next. From May 25–29, 2026, founders, investors, and builders come together for hundreds of community-led events across Toronto, connecting tens of thousands of people around Canadian tech. Torontotechweek.com