# AI Engineering by Chip Huyen

Hacker Approved page: https://hackerapproved.com/p/ai-engineering/

2 people recommended AI Engineering by Chip Huyen in Hacker News comments and 1 criticized it, November 2025 to October 2026. It was recommended in 2 of 12 months, in 2 threads. It does not meet the Hacker Approved badge rule.

1 of the 2 people who recommend it commented in one thread, “Ask HN: How would you learn AI-assisted development from the ground up?”.

**Verdict:** Recommended as a fundamental introduction to the AI engineering space for people starting out.

Summary written by Claude from 2 comments.

## Why people recommend it

- Fundamental understanding of the AI space (1 comment in the sample): "I'd check out AI Engineering by Chip Huyen to get a fundamental understanding of the space" ([source](https://news.ycombinator.com/item?id=49698548))

## Other technical books people recommend

- [Linux From Scratch by the LFS Project](https://hackerapproved.com/p/linux-from-scratch/): 52 recommend, 17 mixed, 16 criticize
- [Game Engine White Papers: Commander Keen](https://hackerapproved.com/p/commander-keen/): 9 recommend, 2 mixed, 2 criticize
- [FreeBSD Handbook by FreeBSD Documentation Project](https://hackerapproved.com/p/freebsd-handbook/): 8 recommend, 0 mixed, 1 criticize
- [Hands-On Large Language Models by Jay Alammar and Maarten Grootendorst](https://hackerapproved.com/p/hands-on-large-language-models/): 5 recommend, 0 mixed, 0 criticize

## The badge

A product earns the Hacker Approved badge when at least 10 people recommend it, recommenders outnumber critics at least 2 to 1 (mixed feelings count toward neither side), it was recommended in at least 4 of the 12 months and in at least 5 different threads, and no single thread supplies more than half of the people who recommend it. Health and money products are never badged.

## Cite as

Hacker Approved, "AI Engineering by Chip Huyen", https://hackerapproved.com/p/ai-engineering/ (2 recommend, 0 mixed, 1 criticize; Hacker News comments, November 2025 to October 2026).

Counts updated 3 Nov 2026, with data through October 31, 2026.