Agents for Everything Else
Educator video
Swyx · agents, ai engineering, developer tools
AI educator
Swyx
AI Engineer
A useful hub for the emerging AI engineering stack and practitioner talks.
Start with: Watch AI Engineer talks for production patterns and tool choices.
Videos
Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.
Why Agent Engineering
Educator video
Swyx · agents, ai engineering, developer tools
Designing AI-Intensive Applications
Educator video
Swyx · ai engineering, agents, llm apps
AI Engineering Without Borders
Educator video
Swyx · ai engineering, developer tools, agents
The Rise of the AI Engineer
Educator video
Swyx · ai engineering, career, developer tools
LangGraph introduction
Similar video
LangChain · agents, langgraph, llm orchestration, rag
Hugging Face agents course
Similar video
Hugging Face · agents, open models, tools, transformers
RAG and LlamaIndex
Similar video
LlamaIndex · rag, documents, agents, context augmentation
2025 in LLMs so far
Similar video
Simon Willison · llm tools, local models, ai engineering, coding
AI Engineering with Chip Huyen
Similar video
Chip Huyen · ai engineering, production, systems, mlops
Skills
Learner questions
Who should learn from Swyx?
Developers, AI engineers should start here when they need ai engineering, agents, and developer tools. The strongest fit is a learner who wants material in these formats: conference talks, newsletter, community.
What should I do first?
Watch AI Engineer talks for production patterns and tool choices. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
What problem does this help with?
A useful hub for the emerging AI engineering stack and practitioner talks. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
How do I compare this with other educators?
Compare the skill coverage, the starting recommendation, and the related videos. If you need ai engineering, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
Related resources
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
OpenAI Cookbook
OpenAI
|
GitHub repo | Beginner to advanced | You need implementation examples rather than theory. |
|
Microsoft AI Agents for Beginners
Microsoft
|
GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |
|
Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
|
AI Engineering
Chip Huyen
|
Book | Intermediate to advanced | You are moving from demos to production systems. |
|
Hugging Face Agents Course
Hugging Face
|
Free course | Beginner to intermediate | You want a hands-on agent course that uses open-source tools. |
|
LangGraph Academy
LangChain
|
Free course | Intermediate | You want to build multi-step agent workflows with state. |
|
LlamaIndex Docs
LlamaIndex
|
Docs and examples | Intermediate | You need to connect LLMs to documents, data, and retrieval. |
|
AI Engineer Talks
AI Engineer
|
Conference videos | Intermediate to advanced | You want practitioner talks from builders working on the current AI stack. |
|
Simon Willison: 2025 in LLMs so far
Simon Willison
|
Talk | Beginner to advanced | You want a grounded tour of current LLM tooling and tradeoffs. |
|
AI Engineer
Swyx
|
Conference talks | Intermediate to advanced | Use this when you want Swyx's material for ai engineering and related AI skills. |