AI Engineering Fundamentals

AI Engineering Fundamentals

https://WebToolTip.com

Released 4/2026
By Scott Moss
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 11 Lessons ( 11h 35m ) | Size: 3.6 GB

Become an AI Engineer

Key Takeaways

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