Conference videos
AI Engineer Talks
Intermediate to advanced
You want practitioner talks from builders working on the current AI stack.
AI educator
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.
Conference videos
Intermediate to advanced
You want practitioner talks from builders working on the current AI stack.
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Educator video
Swyx · agents, ai engineering, developer tools
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Educator video
Swyx · agents, ai engineering, developer tools
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Educator video
Swyx · ai engineering, agents, llm apps
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Educator video
Swyx · ai engineering, developer tools, agents
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Educator video
Swyx · ai engineering, career, developer tools
Conference talks
Intermediate to advanced
Use this when you want Swyx's material for ai engineering and related AI skills.
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.
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.
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.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need ai engineering, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
These are not by Swyx. They are included only as optional adjacent material after this educator's own videos and resources.
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Claude · 2026, claude code, coding agents, frontier models
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Hugging Face · agents, open models, tools, transformers
| Resource | Kind | Level | Use when |
|---|---|---|---|
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OpenAI Cookbook
OpenAI
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GitHub repo | Beginner to advanced | You need implementation examples rather than theory. |
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Microsoft AI Agents for Beginners
Microsoft
|
GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |
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Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
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AI SDK v6 Crash Course
Matt Pocock
|
Workshop | Intermediate | You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns. |
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LLM Fundamentals
Matt Pocock
|
Free tutorial | Beginner | You need clear mental models for system prompts, tokens, context windows, tools, and agents before building or using AI systems seriously. |
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The AI Engineer Roadmap
Matt Pocock
|
Free tutorial | Beginner to intermediate | You want a guided path through core AI concepts, model selection, the AI engineering mindset, evals, and techniques for improving LLM-powered apps. |
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Vercel AI SDK Tutorial
Matt Pocock
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Free tutorial | Beginner to intermediate | You want to build TypeScript LLM apps with Vercel's AI SDK, including streaming, structured outputs, model switching, embeddings, tool calls, and agents. |
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Model Context Protocol Tutorial
Matt Pocock
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Free tutorial | Intermediate | You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution. |
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A Complete Guide To AGENTS.md
Matt Pocock
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Guide | Intermediate | You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries. |
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How To Make Codebases AI Agents Love
Matt Pocock
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Guide | Intermediate | You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably. |
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AI Engineering
Chip Huyen
|
Book | Intermediate to advanced | You are moving from demos to production systems. |
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AI Agents in LangGraph
DeepLearning.AI
|
Short course | Intermediate | You want a focused course on building stateful AI agents and agent workflows with LangGraph. |