AI learning guide

Best AI resources for agents

Learn tool use, agent loops, multi-agent systems, and workflow design.

Best developer-first agent course: AI Agents in LangGraph. DeepLearning.AI course on stateful agent workflows with LangGraph. Start here if you code and want explicit control over state, tools, and workflow edges.

Best free broad course: Hugging Face Agents Course. Free Hugging Face course covering open-source agent concepts and assignments. Use it when you want a structured path before choosing one commercial stack.

Best multi-agent course: Multi AI Agent Systems with crewAI. DeepLearning.AI course on role-based multi-agent orchestration. Use it when your workflow naturally splits into specialist roles.

Agents are useful when the workflow needs state

An agent is not automatically better than a prompt. It is useful when the task needs tools, state, decisions over time, retries, or handoffs. Good agent resources teach the control loop rather than treating autonomy as the goal.

AI Agents in LangGraph is the best developer-first choice because it makes state and edges explicit. Hugging Face gives a broader open course. crewAI is useful when the problem naturally divides into roles.

Learn failures before autonomy

The best agent resources show bad tool calls, missing context, loops, partial progress, and human approval points. Those are the real problems teams face when moving from a demo to a working system.

Avoid agent content that only shows a dramatic final demo. You want to learn where the model decides, where your application decides, how the run is observed, and how the system stops safely.

Recommended courses and resources

Craig Hewitt YouTube: 100 Days of AI

YouTube channel · Craig Hewitt · Beginner to intermediate

You want practical AI implementation videos from a founder using AI inside a real SaaS business.
OpenAI Cookbook

GitHub repo · OpenAI · Beginner to advanced

You need implementation examples rather than theory.
Microsoft AI Agents for Beginners

GitHub repo · Microsoft · Beginner to intermediate

You want a structured agent learning path with code.
Prompt Engineering Guide

Guide · DAIR.AI · Beginner to advanced

You want examples of prompting techniques and patterns.
AI SDK v6 Crash Course

Workshop · Matt Pocock · 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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About this guide

Author: Learnetto Editorial Team. Learnetto maintains this AI learning directory by organizing public course pages, official documentation, educator material, and practical learning resources.

How it is made: Learnetto uses public course pages, official documentation, educator material, and directory data to compile these recommendations. AI may help draft and organize the page, but recommendations are checked against the listed sources, page topic, and learner intent.

Review policy: We only add a named personal reviewer when that person has substantially reviewed the page. Until then, the page is attributed to Learnetto rather than a founder, editor, or individual expert.

Last updated: June 18, 2026. Suggest a correction if a course, doc, or recommendation is outdated.

Videos to watch

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AI-First Playbook: Do a Team's Work With AI (2026) | Peter Yang

Silicon Valley Girl

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Code with Claude London 2026: Opening Keynote

Claude

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The Agentic Engineer Workflow You Need In 2026

Zen van Riel

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How to Build for AI Agents and a Claude Code Second Brain in 25 Min | Ryan Wiggins

Peter Yang

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Claude Code: Build Your First AI Agent

Teacher's Tech

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How to Build Your First AI Agent in 10 Minutes (No Code)

Metics Media

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Claude Code beginner's tutorial

Peter Yang

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Agents for everything else

AI Engineer

Educators and sources

Educator / source	Best for	Skills	Start with
Josh Pigford Initial Commit	Indie founders, product builders	Founder workflows, Product ops, Automation	Read the public notes and examples before deciding whether the paid material matches your business.
Brian Casel Builder Methods	Founders, service business owners	Founder workflows, Systems, Automation	Look for workflow breakdowns and implementation examples.
Swyx AI Engineer	Developers, AI engineers	AI engineering, Agents, Developer tools	Watch AI Engineer talks for production patterns and tool choices.
Andrew Ng DeepLearning.AI Short Courses	Everyone from beginners to builders	Prompting, Agents, RAG, ML foundations	Start with ChatGPT Prompt Engineering for Developers, then pick a RAG or agents course.
Elvis Saravia DAIR.AI Prompt Engineering Guide	Developers, researchers	Prompting, RAG, Reasoning, Agents	Use the prompting techniques and RAG sections as a reference.
Lilian Weng Lilian Weng's AI posts	Engineers, researchers	Agents, RAG, ML research	Read the posts on LLM-powered autonomous agents and prompt engineering.
Matt Pocock AI Hero	Developers and self-directed learners building with AI coding agents	AI coding, Claude Skills, Agentic workflows, AI SDK, MCP, LLM fundamentals, Personalized learning	Use LLM Fundamentals or the AI Engineer Roadmap if you need concepts, the Vercel AI SDK Tutorial or AI SDK v6 Crash Course if you want to build apps, and the AI Skills catalog if you want practical agent workflows like /teach, /grill-me, /tdd, and /triage.
Craig Hewitt Craig Hewitt and 100 Days of AI	Founders, SaaS CEOs, business leaders	AI leadership, Founder workflows, Business systems, Automation	Start with Craig's site and the 100 Days of AI videos on YouTube, then copy one workflow into your own business before looking for more tools.
Nate Herk AI Automation Society	Business owners, operators, no-code builders	AI automation, n8n, Business workflows, AI operating systems	Join the free Skool group, complete the start-here material, and build one small workflow for a recurring business task.
Liam Ottley AI Automation Agency Hub	Aspiring AI agency owners, consultants, freelancers	AI agencies, Client acquisition, Automation offers, Business systems	Use the free community material to understand the agency model, then validate one simple automation offer before buying advanced material.
Jack Roberts AI Automations by Jack	Automation builders, agency owners, freelancers	AI automation, Claude Code, Client workflows, AI services	Start with the free AI Automation Vault, then only move to the paid community when you know the workflows you want to build.
Paul Caruana AI Automation Mastermind	Small business owners, entrepreneurs, tech-curious operators	AI automation, Operations, Efficiency, Small business workflows	Start by choosing one internal process that could be streamlined before exploring broader automation ideas.
AI Operators Club AI Operators Club	Operators, founders, business builders	AI operations, Claude, GoHighLevel, Automation, Business systems	Study active member examples and build a simple operator workflow before adding more tools.
AI Automation Circle AI Automation Circle	Automators, founders, AI service providers	AI automation, Live hotseats, Client systems, Workflow support	Use a hotseat or support thread to scope one automation clearly before trying to build a full system.
School of AI Automation School of AI Automation	SMB owners, aspiring AI agency owners, freelancers	AI agents, Client acquisition, Templates, Automation systems	Use the roadmap to define one sellable workflow and one target client before building.
The AI Income Lab The AI Income Lab	Business owners, founders, builders	AI income, Business systems, No-code AI, Automation	Start by identifying a revenue, fulfillment, or admin bottleneck and matching one AI system to it.
Vianney Wilson AI Systemizers	Entrepreneurs, business owners, systemizers	Business systems, AI automation, Sales systems, Founder freedom	Map one sales or fulfillment process, then use the community to decide what AI should actually handle.
Jam Anderson Club Jam AI for Entrepreneurs	Entrepreneurs, small business owners, non-technical learners	ChatGPT, Claude, AI agents, Small business AI	Use the community to build one Claude or ChatGPT assistant for a real business task.

Best AI resources for agents

Agents are useful when the workflow needs state

Learn failures before autonomy

Recommended courses and resources

Craig Hewitt YouTube: 100 Days of AI

OpenAI Cookbook

Microsoft AI Agents for Beginners

Prompt Engineering Guide

AI SDK v6 Crash Course

Roll a learning mission

About this guide

Videos to watch

AI-First Playbook: Do a Team's Work With AI (2026) | Peter Yang

Code with Claude London 2026: Opening Keynote

The Agentic Engineer Workflow You Need In 2026

How to Build for AI Agents and a Claude Code Second Brain in 25 Min | Ryan Wiggins

Claude Code: Build Your First AI Agent

How to Build Your First AI Agent in 10 Minutes (No Code)

Claude Code beginner's tutorial

Agents for everything else

Educators and sources

Resources

Craig Hewitt YouTube: 100 Days of AI

OpenAI Cookbook

Microsoft AI Agents for Beginners

Prompt Engineering Guide

AI SDK v6 Crash Course

LLM Fundamentals

Vercel AI SDK Tutorial

Model Context Protocol Tutorial

AI Coding Dictionary

A Complete Guide To AGENTS.md

How To Make Codebases AI Agents Love

Essential AI Coding Feedback Loops For TypeScript Projects

AI Agents in LangGraph

Multi AI Agent Systems with crewAI

MCP: Build Rich-Context AI Apps with Anthropic

Hugging Face MCP Course