Conference videos
AI Engineer Talks
Intermediate to advanced
You want practitioner talks from builders working on the current AI stack.
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.
Courses and tutorials
Videos from Swyx
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Agents for Everything Else
Educator video
Swyx · agents, ai engineering, developer tools
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Why Agent Engineering
Educator video
Swyx · agents, ai engineering, developer tools
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Designing AI-Intensive Applications
Educator video
Swyx · ai engineering, agents, llm apps
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AI Engineering Without Borders
Educator video
Swyx · ai engineering, developer tools, agents
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The Rise of the AI Engineer
Educator video
Swyx · ai engineering, career, developer tools
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The Highest Loop — swyx
Educator video
AI Engineer · 2026, AI engineering, agent loops, automation
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I Spent Two Years Building the Median — Hariprasad Sudharshan
Educator video
AI Engineer · 2026, AI product strategy, novelty budget, distribution
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Rebuilding CI for AI-Scale Commit Volume — Gautam Korlam, SonarSource
Educator video
AI Engineer · 2026, coding agents, continuous integration, merge queues
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Paving the Road to Production: Governed Enterprise AI Agents — Harish Gaggar, Credit Karma
Educator video
AI Engineer · 2026, enterprise AI agents, MCP authorization, LangGraph
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Your AI Isn’t the Problem. Your Infrastructure Is. — Jiachen Jiang, Coder
Educator video
AI Engineer · 2026, coding agent security, sandboxing, least privilege
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How to Actually Tokenmaxx and Save Millions — Alvin Pane, OutRival
Educator video
AI Engineer · 2026, prompt optimization, prompt caching, DSPy
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The Cost of Accessibility in AI — Jemima Abu, CAIS
Educator video
AI Engineer · 2026, web accessibility, coding agents, semantic HTML
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Building AI Agents with Real-Time Web Data — Yohan Raju, Bright Data
Educator video
AI Engineer · 2026, web data, AI agents, MCP
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From Your Laptop to the Pipeline: Scaling Custom Agents with GitHub Copilot
Educator video
AI Engineer · 2026, GitHub Copilot, custom agents, GitHub Actions
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The Lethal Trifecta Is Already on Your Laptops — Michael Patterson, Coder
Educator video
AI Engineer · 2026, coding agent security, prompt injection, data exfiltration
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From 15% to 90% GPU Utilization: Fix the Data Pipeline, Not the Model
Educator video
AI Engineer · 2026, multimodal training, GPU utilization, Ray
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Small Models, Big Results: Training a Finance Agent for Under $500 — Charles Dickens, Snorkel AI
Educator video
AI Engineer · 2026, reinforcement learning, small models, financial agents
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Why Your Company Needs a Context Graph (and How to Build It) — Gil Feig, Merge
Educator video
AI Engineer · 2026, context engineering, enterprise data, MCP
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Designing CLIs for Agents, Not Humans — Pedro Lopez, Airbyte
Educator video
AI Engineer · 2026, CLI design, MCP, agent tools
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Why 80% Reliability Isn't Good Enough — Felipe Blanes, Amazon AGI Lab
Educator video
AI Engineer · 2026, agent evaluation, customer feedback, browser agents
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Grep or Embeddings? Agentic Search Over Company Documents — George He, LlamaIndex
Educator video
AI Engineer · 2026, agentic search, RAG, hybrid retrieval
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Harness Engineering: How to Build a Software Factory — Dru Knox, Tessl
Educator video
AI Engineer · 2026, harness engineering, coding agents, software factory
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From Vibes to Production: Evaluating and Shipping AI Agents That Work 101 — Laurie Voss, Arize AI
Educator video
AI Engineer · 2026, agent evaluation, tracing, LLM as judge
Skills
Guides, skills, and tools from Swyx
Conference talks
AI Engineer
Intermediate to advanced
Use this when you want Swyx's material for ai engineering and related AI 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, 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.
Similar videos from other educators
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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The Highest Loop — swyx
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AI Engineer · 2026, AI engineering, agent loops, automation
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OpenAI DevDay - What Actually Matters for Builders
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Sam Witteveen · 2026, openai, agents api, decisions api
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Code with Claude London 2026: Opening Keynote
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Claude · 2026, claude code, coding agents, frontier models
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The Agentic Engineer Workflow You Need In 2026
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Zen van Riel · 2026, agentic engineering, claude code, coding agents
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Claude Code beginner's tutorial
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Peter Yang · coding agents, claude code, coding, developer tools
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Agents for everything else
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AI Engineer · agents, ai engineering, developer tools, automation
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|---|---|---|---|
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OpenAI Cookbook
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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
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GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |
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Prompt Engineering Guide
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Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
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AI SDK v6 Crash Course
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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
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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
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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
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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
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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
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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
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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
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Book | Intermediate to advanced | You are moving from demos to production systems. |
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AI Agents in LangGraph
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Short course | Intermediate | You want a focused course on building stateful AI agents and agent workflows with LangGraph. |