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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How to Build an AI Code Review Agent - Daksh Gupta, Greptile
Educator video
AI Engineer · 2026, code review agents, software engineering, evals
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Inside Arca's Long-Horizon Agents That Run the Business - Aman Singh, Arca
Educator video
AI Engineer · 2026, long-horizon agents, persistent memory, signals
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Don't Trust Your AI Agents. Test Them Like a Scientist — Stephanie Jarmak, Omni Analytics
Educator video
AI Engineer · 2026, agent evaluation, experimental design, benchmarks
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Why AI Startups Will Disappear Without Compute Markets — Evan Conrad, San Francisco Compute
Educator video
AI Engineer · 2026, GPU compute, AI infrastructure, capacity planning
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Better AI Models Won't Fix Your Engineering Team — Nicholas Arcolano, Jellyfish
Educator video
AI Engineer · 2026, AI coding, developer productivity, engineering teams
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1,368 AI Failures and What They Teach About Evals — Vishal Srivastava & Tanmay Sah, New York Life
Educator video
AI Engineer · 2026, AI incidents, risk, agent evaluation
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How to Test AI Agents When No Benchmark Exists — Nathanael Weill, Air Canada
Educator video
AI Engineer · 2026, agent evaluation, synthetic tests, RAG
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Why AI Writing Still Reads Like Slop — Louis-François Bouchard, Towards AI
Educator video
AI Engineer · 2026, AI writing, evaluation, LLM judges
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The AI Content System Behind 200M Views — Sarah Chieng, Cerebras & Cova Lee, OpenAI
Educator video
AI Engineer · 2026, content workflow, AI writing, video production
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Does Code Quality Still Matter? It Depends on This — Max Kanat-Alexander, Capital One
Educator video
AI Engineer · 2026, code quality, AI coding, maintainability
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One Day, $1,000 in Tokens: An AI War Room for Legacy Code — Ford Prior, GEICO
Educator video
AI Engineer · 2026, legacy code, coding agents, modernization
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AI Cut Our Research Time From 7 Days to 15 Minutes — Gareth Yoder, Vanguard
Educator video
AI Engineer · 2026, legacy modernization, MCP, observability
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Is a Faster Model Actually Faster? Test the Whole Job — Morgan Suo, MiniMax
Educator video
AI Engineer · 2026, model migration, latency, evaluation
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Same GPU, 50% More Output: Why the Operator Matters — Oliver Kennon, SemiAnalysis
Educator video
AI Engineer · 2026, GPU serving, inference, throughput
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A Bank Built Its Own Coding Agent. It Took Off — Felipe Felisola Caso & Francesco Galletta, Monzo
Educator video
AI Engineer · 2026, coding agents, internal platforms, MCP
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Shipping AI Into 5 Major Banks Without a 12-Month Compliance Wait — Al Chen, Cisco
Educator video
AI Engineer · 2026, banking, AI compliance, privacy
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The Investor's Edge Lives in Their Head — Anekha Sokhal, Moshi
Educator video
AI Engineer · 2026, investment research, human judgment, decision support
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Why AI Agents Will Need Their Own Bank Accounts — Lincoln Murr, Coinbase
Educator video
AI Engineer · 2026, agent payments, x402, wallets
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Smarter Models Killed the Harness. Here's What's Left — Jediah Katz, SpaceXAI
Educator video
AI Engineer · 2026, agent harnesses, coding agents, agent security
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Why AI Agents Still Won't Pay for Anything — Jan Curn, Apify
Educator video
AI Engineer · 2026, agent payments, x402, AP2
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Stop Telling Agents How — Dan Barrett, Raymond Weitekamp & Jose Montes de Oca, OpenProse
Educator video
AI Engineer · 2026, multi-agent, declarative workflows, markdown contracts
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Insurance Claims Are AI's Messiest Data Problem — Denys Linkov, Wisedocs
Educator video
AI Engineer · 2026, unstructured data, insurance, document AI
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Evals for High-Stakes AI Agents — Doneyli De Jesus & Annabell Schäfer, Langfuse
Educator video
AI Engineer · 2026, evals, LLM-as-judge, tracing
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Teach Your Agent to Prove It's Done — Nick Nisi & Zack Proser, WorkOS
Educator video
AI Engineer · 2026, coding agents, verification, evals
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An AI Agent Got Its User Banned From Resy — Keycard, JPMorgan Chase & AAuth
Educator video
AI Engineer · 2026, agent authorization, OAuth, least privilege
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Why One AI Agent Isn’t Enough (And How to Run 1,000) - CJ Avilla & Harrison Stall, Anthropic
Educator video
AI Engineer · 2026, multi-agent systems, managed agents, orchestration
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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
Similar video from another educator
AI Engineer · 2026, AI engineering, agent loops, automation
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OpenAI DevDay - What Actually Matters for Builders
Similar video from another educator
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
Similar video from another educator
Peter Yang · coding agents, claude code, coding, developer tools
►
Agents for everything else
Similar video from another educator
AI Engineer · agents, ai engineering, developer tools, automation
More related resources
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
NVIDIA NemoClaw agent blueprints explained
NVIDIA
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AI agent infrastructure launch analysis | Intermediate to advanced | Use this to assess NemoClaw's Hermes, OpenClaw or Deep Agents blueprint for sandboxing, governed egress and managed inference. |
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VAPOR PANDA ARTEX agent campaign response guide
CrowdStrike
|
AI-assisted cyber campaign analysis | Intermediate to advanced | Use this after CrowdStrike's October 29 report to hunt ARTEX activity, review identity controls and contain AI-scaled intrusion paths. |
|
Mistral Large 4 open-weight release guide
Mistral AI
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Open-weight model launch analysis | Intermediate to advanced | Use this to decide whether Mistral Large 4 belongs in a self-hosted coding or defensive-security evaluation. |
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Oracle AI Workspace and ChatGPT rollout guide
OpenAI and Oracle
|
Enterprise AI launch analysis | Intermediate | Use this guide to separate Oracle's available ChatGPT plugins from planned products and to design a permission-aware pilot. |
|
Gemini 4 Carbon cyberdefense launch guide
Google DeepMind
|
Frontier model and cybersecurity launch analysis | Intermediate to advanced | Use this to assess Gemini 4 Carbon's reported cyber capabilities, limited rollout and evidence requirements before planning a production evaluation. |
|
GitHub Copilot Fusion launch and rollout guide
GitHub
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AI coding agent launch analysis | Intermediate to advanced | Use this after GitHub Universe 2026 to evaluate Copilot Fusion, cross-repository Projects and usage-based enterprise access on your own development work. |
|
GitHub Copilot server-to-server authentication guide
GitHub
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AI agent authentication guide | Intermediate | Use this guide when a service or agent must make Copilot SDK requests for an organization without borrowing a person's credentials. |
|
Warp agent-log breach response guide
Warp
|
AI developer-tool security analysis | Intermediate | Assess Warp's vendor breach, identify exposed agent data and decide which logs, credentials and integrations need review. |
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NVIDIA and Meta Muse partnership explained
NVIDIA and Meta
|
AI model and infrastructure partnership analysis | Intermediate | Separate NVIDIA's announced $3 billion investment and engineering commitments from proposed controls, vendor claims and future capacity. |
|
GPT-6.1 Terra launch explained
OpenAI
|
Frontier model launch analysis | Intermediate | You need to decide whether GPT-6.1 Terra fits a visual, computer-use or coding workflow and want launch facts separated from independent evidence and unresolved safety questions. |
|
NVIDIA GTC Berlin 2026 announcements explained
Learnetto
|
AI infrastructure analysis | Intermediate | You need a practical account of NVIDIA's GTC Berlin announcements and want to separate available software from reference designs, partner plans, and vendor performance claims. |
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AGENTS.md Downloads-folder hijack explained
Forever Security
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Coding agent security analysis | Intermediate to advanced | Use this after running a coding agent in Downloads or another unreviewed folder. Audit instructions, configuration and credentials before the next session. |