By participating along with us in the workshop, you'll learn:

• Understand how AI Engineering differs from ML engineering, and why evals are your new test suite
• Build a stateful chat agent on Cloudflare Workers using the Agents SDK
• Write golden datasets, build automated scorers, and run eval suites that catch regressions
• Master contenxt engineering, curating exactly the right tokens for your model at inference time
• Implement sandboxed code execution, tool search for large tool libraries, and few-shot tool examples
• Add RAG with Cloudflare Vectorize so your agent draws on real domain knowledge
• Build a React chat interface that handles streaming tokens, tool call status, generative UI, and human-in-the-loop flows
• Go beyond the basic agent loop with research-backed patterns like Observe-Predict-Update, multi-agent handoffs, and voting
• Capture user corrections as eval data and build feedback loops that make your agent better with every interaction