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AI learning category

AI Agents & Automation

Define bounded jobs, connect repeated steps and review an agent's actions.

Start with a question

Which repeated task can I describe clearly enough to test?

Begin with a repeated task, its inputs and an example of a correct result. Then decide where a person reviews the work and which actions require a separate decision. Use the lessons below to practice with fictional inputs before connecting real accounts.

An agent can be part of an automation, while a workflow can also use fixed steps without an agent. This category helps you describe the work and inspect its handoffs. Make.com AI remains a focused platform learning page.

Creators in this group

Editorial learning routes. Inclusion does not imply participation, endorsement or coverage of every AI product.

David OndrejDavid Ondrej publishes videos and public resources about AI coding agents and software projects. His GitHub work includes a project-instruction template, while his YouTube channel features his own workflows and conversations with other builders.Jason ZhouJason Zhou publishes AI tutorials as AI Jason. His website connects written guides and original videos about research agents, business knowledge and building AI applications.Jono Catliff AutomatableStart here for Jono Catliff's Automatable YouTube channel: n8n workflows, Claude Code builds, Make.com systems, AI agents, GoHighLevel automations, official links, and practical lessons for turning repeated business work into reusable systems.Matt ShumerMatt Shumer writes about AI agents and shares software experiments through his personal site and Something Big Is Happening. He also discusses AI as a guest in interviews; this profile connects those appearances with his own written teaching.Nate HerkNate Herk, whose full name is Nate Herkelman, is an AI automation creator and educator. He publishes teaching on AI agents, n8n workflows, and automation projects through his website and YouTube channel.Nathaniel WhittemoreNathaniel Whittemore, known as NLW, hosts The AI Daily Brief and founded Superintelligent. His work combines AI news analysis with questions about useful applications, organizational adoption and the way people choose and use AI tools.Nick SaraevNick Saraev is a developer and educator who publishes AI and automation resources. His website includes original writing on agency work, business processes and learning alongside links to his teaching channel.Rowan CheungRowan Cheung is the founder of The Rundown and hosts interviews with people working in the AI industry. His publisher offers AI reporting and the Rowan's Notes podcast, with selected interviews on The Rundown AI's YouTube channel.Sabrina RamonovSabrina Ramonov creates public lessons on AI prompts, agents and automation. Her written tutorials explain content workflows and connect readers with templates and original videos.Wes RothWes Roth publishes AI reporting and analysis through Natural 20 and his YouTube channel. His coverage includes AI models, tools, agents, and changes that affect how people use AI for work.

Practical lessons

Use a reflection, a small SelfGrowthVideos exercise and a check-in to apply one idea.

Free practice lessonDavid Ondrej: Write a Project Brief an AI Coder Can CheckWhat should I write down before asking an AI coding assistant to change a project it does not yet understand?Free practice lessonJason Zhou: Check a Research Agent's Evidence Before Using Its ReportHow do I turn an AI research report into evidence I can actually check?Free practice lessonJono Catliff: Give Different Inputs a Common ShapeHow can I prepare messages from different places so an AI assistant can work with them without losing the source or inventing missing details?Free practice lessonMatt Shumer: Keep Evidence for Each AI RevisionHow can I tell whether an AI revision improved the actual work, and keep a record that explains what changed?Free practice lessonNate Herk: Prove the Task Before Giving It to Grok BotCan I show what a correct result looks like before I delegate this task?Free practice lessonNathaniel Whittemore: Name Your AI Agent Deal-BreakerWhich requirement must an AI agent meet before I spend time trying it?Free practice lessonNick Saraev: Count the Upkeep Before AutomatingHow can I compare the work an automation removes with the work it creates?Free practice lessonRowan Cheung: Map an AI Announcement to a Checkable WorkflowWhen an AI announcement promises a new way to work, how can I tell what would actually happen in my task?Free practice lessonSabrina Ramonov: Review AI Social Copy Against Its SourceHow can I tell whether AI-generated social copy still says what its source actually supports?Free practice lessonWes Roth: Write an AI Agent Handoff You Can ReviewWhat must an agent return so I can check its work and decide the next action?

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