Common pitfalls (with examples) when building AI applications, both from public case studies and my personal experience. huyenchip.com/2025/01/16/a... Would love to hear from your experience about the pitfalls you've seen!

Common pitfalls when building generative AI applications

As we’re still in the early days of building applications with foundation models, it’s normal to make mistakes. This is a quick note with examples of some of the most common pitfalls that I’ve seen, b...

huyenchip.com

I'm using AI so much for work that I can tell how productive I am by how many conversations I've had with AI. Script to generate this heatmap: github.com/chiphuyen/ai...

Finally got my copy! “AI Engineering” is officially out 🙏 🎉 It’s heavier than I expected (500 pages) and I’m so glad O’Reilly decided to publish it in color. Thanks everyone for making this happen! Thank you for giving this book a chance!

My 8000-word note on agents: huyenchip.com//2025/01/07/... 1. An AI-powered agent's capability is determined by its tools and its planning ability 2. How to select the best tools for your agent 3. How to augment a model’s planning capability 4. Agent’s failure modes Feedback is much appreciated!

Agents

Intelligent agents are considered by many to be the ultimate goal of AI. The classic book by Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (Prentice Hall, 1995), defines ...

huyenchip.com

When doing research for AI Engineering, I went through so many papers, case studies, blog posts, repos, tools, etc. This repo contains ~100 resources that really helped me understand various aspects of building with foundation models. github.com/chiphuyen/ai...

Where are the AI people? Who should I follow?

Hello, world. So I caved and got on Bsky :-) I finally finished my book, AI Engineering, and I'm excited to get back to building. So many fun applications to build! What are you excited about?