Made With ML offers lessons on designing, developing, deploying, and improving production machine learning applications.
Chip Huyen's Blog
Chip Huyen writes about AI system design and bringing AI applications into production.
About Chip Huyen's Blog
Chip Huyen's blog focuses on AI system design and deploying AI applications into production. It provides practical and strategic content for AI practitioners, covering topics such as generative AI application development, LLM optimization, production machine learning architecture, and AI industry trend analysis.
Key features
- Articles on common generative AI application production pitfalls
- Guides to LLM configuration parameters (temperature, top-k, top-p)
- Analysis of popular open source AI tools
- Content on building generative AI platforms
- Coverage of real-time machine learning challenges
- Career and industry trend insights for AI practitioners
Best for: The blog is most useful for AI practitioners, engineers, and teams building or deploying AI and LLM applications in production.
Good for
- Focuses on practical, production-focused AI guidance rather than purely theoretical content
- Covers a broad range of relevant AI topics from LLM optimization to ML system architecture
- Includes data-driven analysis of open source AI tools and industry trends
Chip Huyen's Blog at a glance
- Website
- huyenchip.com/blog
- Category
- Education & Learning › AI Learning & Guides
- Type
- Website
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
Chip Huyen's Blog alternatives
Tools and sites you could use instead, ranked by how closely they match.
This Anthropic article explains approaches to building reliable AI agents, including capabilities and safety considerations.
This Coursera course teaches supervised machine learning, regression, and classification with Python.
Stanford CS336 provides course schedules, assignments, and materials for language modeling from scratch.
The Hundred-Page Language Models Book teaches machine learning foundations, transformers, and large language models.
Machine Learning Mastery shares guidance for developers learning to apply machine learning.
Popular in AI Learning & Guides
Well-known listings from the same topic.
NN Visualnn-visual.comTutorialSearchtutorialsearch.ioTutor AItutorai.meAnimated AIanimatedai.github.ioR-bloggersr-bloggers.comShikenshiken.ai
Chip Huyen's Blog FAQ
What topics does Chip Huyen's blog cover?
The blog covers AI system design, bringing AI applications into production, LLMs, generative AI, production ML architecture, and related industry and career insights.
Does the blog include analysis of open source AI tools?
Yes, it features posts reviewing and analyzing popular open source AI tools, including an analysis of 900 of the most widely used options.
Is there content on LLM configuration for production use?
Yes, the blog includes guides to LLM generation configuration parameters including temperature, top-k, top-p, and test time compute.
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.