AI learning guide

Best AI resources for automation

Build repeatable AI workflows with tools, APIs, agents, and no-code platforms.

Best operator-led starting point: Craig Hewitt YouTube: 100 Days of AI. Founder videos showing AI workflows inside a SaaS business. Start here if you want concrete business automation examples.

Best multi-agent workflow course: Multi AI Agent Systems with crewAI. DeepLearning.AI course on role-based AI task orchestration. Use it when a workflow needs handoffs between specialist roles.

Best official computer-use reference: Anthropic Computer Use. Official Anthropic guide to browser-like computer-use workflows. Use it before automating interfaces that can take real-world actions.

Automation starts with a repeated process

The best AI automation resources begin with work that already repeats: triage, drafting, enrichment, reporting, QA, scheduling, routing, or support. The learning goal is to redesign the workflow, not to collect every automation platform.

Craig Hewitt is useful for founder examples, crewAI for role-based orchestration, and Anthropic Computer Use for understanding the constraints of browser-like automation.

Keep humans where mistakes matter

Good automation has triggers, inputs, outputs, checks, owners, and fallback behavior. If an AI step can affect money, customers, legal commitments, or reputation, the resource should discuss approval points.

Avoid resources that treat full autonomy as the default. Many valuable automations are drafts, summaries, routing steps, or checks that save time while keeping a human responsible.

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.
Multi AI Agent Systems with crewAI

Short course · DeepLearning.AI · Beginner to intermediate

You want a practical introduction to role-based multi-agent systems and task orchestration.
Anthropic Computer Use

Guide · Anthropic · Intermediate to advanced

You want the official path for browser-like computer-use workflows and their operational constraints.
OpenAI Codex

Official product docs · OpenAI · Beginner to advanced

You want the current OpenAI path for agentic software engineering, code review, and background coding tasks.
Use Codex with the Agents SDK

Guide · OpenAI · Intermediate to advanced

You want to orchestrate Codex inside a multi-agent or MCP-driven software workflow instead of using it only as a standalone coding assistant.

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

Metics Media

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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.
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.
AI for Business AI for Business	Business owners, marketers, automation beginners	AI for business, Automation, Marketing systems, Community learning	Introduce yourself, complete the classroom start point, and ship one small business automation.
Corey Ganim Corey Ganim	Non-technical entrepreneurs, ecommerce founders, operators	AI for entrepreneurs, Ecommerce workflows, Business automation, Operator interviews	Watch one Build With AI interview where an operator shares a screen and copy the workflow.
The AI Automators The AI Automators	Operators, no-code builders, automation learners	AI automation, Workflow tools, Business systems, Tool integrations	Choose one automation video that matches a task you already do weekly.
Nick Saraev Nick Saraev	AI entrepreneurs, automation learners, agency builders	AI agencies, Automation, No-code tools, Business workflows	Start with a beginner AI automation or agency walkthrough and test one narrow service idea.
Connor Cahill Connor Cahill	AI agency builders, automation learners, entrepreneurs	AI agencies, Automation, Client offers, No-code systems	Use one offer or automation breakdown to define a small paid pilot.
Serge Gatari Serge Gatari	AI agency owners, consultants, business builders	AI consulting, Agency systems, Sales, Automation	Start with sales and offer videos before trying to build complex automations.

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.

Multi AI Agent Systems with crewAI

Short course · DeepLearning.AI · Beginner to intermediate

You want a practical introduction to role-based multi-agent systems and task orchestration.

Anthropic Computer Use

Guide · Anthropic · Intermediate to advanced

You want the official path for browser-like computer-use workflows and their operational constraints.

OpenAI Codex

Official product docs · OpenAI · Beginner to advanced

You want the current OpenAI path for agentic software engineering, code review, and background coding tasks.

Use Codex with the Agents SDK

Guide · OpenAI · Intermediate to advanced

You want to orchestrate Codex inside a multi-agent or MCP-driven software workflow instead of using it only as a standalone coding assistant.

Claude Code overview

Guide · Anthropic · Intermediate

You want practical docs for using Claude as a coding agent across a real codebase and toolchain.

Claude Agent SDK overview

Guide · Anthropic · Intermediate

You want Anthropic's official SDK path for programmable agents that reuse Claude Code's tool loop, context handling, and execution model.

Qwen Code

Open-source coding agent · Qwen · Intermediate

You want the official Qwen terminal agent for codebase understanding, automation, and agentic coding workflows.

xAI Grok Build overview

Guide · xAI · Intermediate

You want the latest xAI docs for its coding-agent workflow rather than only the raw model list.

OpenHands

Open-source agent platform · OpenHands · Intermediate to advanced

You want to study or run an open-source software-agent stack that can execute longer-lived coding and operations workflows.

Pietro's AI Substack latest tutorials

Substack newsletter · Pietro Montaldo · Beginner to intermediate

You want actionable Claude and AI workflow tutorials for non-technical operators without a general AI news feed.

Pietro Montaldo: 9 Claude Skills I use daily

Substack guide · Pietro Montaldo · Beginner to intermediate

You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building.

OpenClaw

Open-source agent harness · OpenClaw · Intermediate to advanced

Use this when you want an agent runtime you can shape with local skills, plugins, and workspace-level behavior. Start with the docs, install the minimum useful setup, then add one skill only after you understand its file access and commands.

Mission Control AI

Preconfigured AI workers · Mission Control AI · Business to enterprise

Use this when you want role-specific AI workers with SOPs, integrations, and governance policies already built in. Map one operational process, identify data and approval boundaries, and evaluate whether a prebuilt worker fits before building custom agents.

Lindy

AI executive assistant · Lindy · Beginner to intermediate

Use this when the job is business admin across apps rather than custom coding or local agent infrastructure. Build one assistant for a narrow workflow such as meeting follow-up, scheduling, or inbox triage with human approval.

Viktor

Slack and Teams AI employee · Viktor · Business to enterprise

Use this when the adoption surface should be chat-native and team-facing rather than a separate automation builder. Pick one team workflow, define who approves outputs, and measure whether Viktor saves time without creating review burden.