Design Patterns & Best Practices — Testing, Monitoring & Production Readiness
You've built the agent. It runs cleanly in dev. It impresses your teammates in the demo.
Now try deploying it — with real traffic, real edge cases, and model drift you didn’t anticipate.
That’s where most agentic AI projects quietly die. Not bad ideas. Just no production discipline.
Design Patterns & Best Practices is the workshop that changes that. This is AWS’s third session of the day at AABW — where engineering rigour finally meets agentic AI.
🏗 WHAT THIS IS
A 90-minute hands-on workshop where you’ll build the testing, monitoring, and observability infrastructure that separates a shipped product from an impressive demo.
By the end, you will:
→ Master Tool Use & ReAct loops with the production patterns that don’t break under real load
→ Apply multi-agent orchestration — supervisor, hierarchical, and collaborative — and know which pattern fits which problem
→ Build evaluation pipelines and guardrails-as-code that catch failures before your users do
→ Wire end-to-end tracing and drift detection into your system using AWS-native tooling
→ Walk out with a production-ready playbook: tested, monitored, and continuously evaluated
⚠️ This is Workshop 3 of 3 in the AWS series at AABW. You’ll apply these patterns to the multi-agent system from Workshop 2 (Bedrock AgentCore — Multi-Agent Architecture for Production, 1:00–2:30 PM, same venue). Attending the full series gives you the highest return — but this session stands alone for builders who already have a multi-agent foundation.
👥 WHO THIS IS FOR
This workshop is for you if:
→ You’ve built AI agents and want to know what “production-ready” actually means — not in theory, but in your stack
→ You’ve been burned by a demo that looked great until it hit real traffic or edge cases
→ You’re entering the AABW hackathon and want your submission evaluated for deployment-readiness, not just demo polish
This is NOT for you if you’re new to agentic AI frameworks — start with AWS Workshop 1: From Spec to Production Code (9:00–10:30 AM) first.
🎙 YOUR SPEAKER
Vu Pham — Senior Solutions Architect, Amazon Web Services
Vu works directly with enterprise teams deploying production AI systems on AWS. This isn’t a slide deck — it’s a working session built from real deployments.
📋 EVENT DETAILS
📅 Wednesday, 9 July 2026 ⏰ 4:30 PM – 6:00 PM (ICT) 📍 AWS Ho Chi Minh City Office (300–400 pax capacity)
Part of Agentic AI Build Week — ASEAN’s largest agentic AI hackathon · July 8–12 · Ho Chi Minh City
✅ ONE REQUIREMENT
To attend this workshop, you must be registered for Agentic AI Build Week.
Register for AABW here, then apply for this session.