Udacity Team Archives

What is AI ops? Why LLM and agent systems require a different approach

Most engineers approaching their first production LLM system bring a mental model that works well for software:...

AI systems don’t behave like traditional software. Here’s what that means for security engineers.

With insights from Dr. Josh Kalin, Director of AI at Integration Innovation, Inc. and AI Security Engineer...

Is Udacity worth it? What graduate outcomes actually show

There have never been more ways to learn a new skill. Free tutorials on YouTube. A conversation...

Prompt chaining explained: how to build reasoning pipelines in Python

Imagine asking a friend who has never baked anything to produce a multi-layered cake. No recipe. No...

LangChain agents tutorial: build a multi-step workflow in Python

A chatbot that answers questions from a knowledge base sounds impressive in a demo. Then someone asks...

Agentic AI architecture: how to design multi-agent systems that actually work

Picture a support operations pipeline built to handle billing inquiries. A customer writes in with a request...