Agents for everything else
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AI Engineer · agents, ai engineering, developer tools, automation
AI education source
Microsoft AutoGen docs
Good for learning multi-agent design patterns and conversation-based orchestration.
Start with: Run a simple multi-agent example before adding external tools.
Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.
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AI Engineer · agents, ai engineering, developer tools, automation
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LangChain · agents, langgraph, llm orchestration, rag
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Hugging Face · agents, open models, tools, transformers
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LlamaIndex · rag, documents, agents, context augmentation
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Simon Willison · llm tools, local models, ai engineering, coding
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Chip Huyen · ai engineering, production, systems, mlops
Developers building multi-agent systems should start here when they need agents, multi-agent workflows, tool use, and ai engineering. The strongest fit is a learner who wants material in these formats: docs, examples, github repo.
Run a simple multi-agent example before adding external tools. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Good for learning multi-agent design patterns and conversation-based orchestration. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, and the related videos. If you need agents, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| 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. |