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Video course · 15 chapters · 144 min · certificate

AI Agents: The Most Valuable Skill You Can Learn

Learn the most valuable AI skill for founders and teams: what agents really are, the observe-think-act loop, and how to tune them with context, memory, MCP tools and skills inside an Agent OS.

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What you'll learn

  • Explain the shift from chat to agents
  • Describe the observe-think-act loop
  • Tune an agent with context files and CLAUDE.md
  • Build a self-improving memory system
  • Connect tools safely with MCP
  • Write skills as SOPs and organize an Agent OS

Chapters

15 chapters · 144:11
  1. 1:21 01Intro Members Why agents now Every company must put AI at the centre of operations or lose to one that does.
  2. 2:43 02Shift Members From chat to agents Stage one was chat models; stage two is agents, and agent users are far more productive.
  3. 7:04 03Definition Members What 'agent' actually means Cutting through hype: an agent is a model working toward a goal in a loop.
  4. 6:53 04Loop Members The observe-think-act loop Agents look at the situation, decide the next step and do it, repeatedly.
  5. 2:23 05Demo Members Live demo: analysing Reels An agent analyses 60 Instagram Reels and produces a report on what works.
  6. 2:21 06Tuning Members Tuning versus building A raw agent is generic; tune it with three pillars: context, tools and skills.
  7. 21:18 07Context Members Context and CLAUDE.md Context is everything the agent should already know, stored in files like CLAUDE.md.
  8. 8:03 08Memory Members Self-improving memory Memory and lessons files let the agent learn from corrections and improve over time.
  9. 7:15 09Tools Members MCP connectors MCP is a universal translator connecting agents to tools like Slack, Gmail and Calendar.
  10. 2:58 10Security Members Security and permissions Weighing the trade-off between connecting tools and the risks involved.
  11. 16:02 11Tools Members A starter tool stack Six core tools to connect, from Apify for scraping to Composio for integrations.
  12. 29:13 12Skills Members Skills as SOPs Skills are standard operating procedures for AI: a playbook for recurring tasks.
  13. 19:12 13Organization Members The Agent OS folder structure Organizing context, memory, skills and projects in a clear folder structure.
  14. 9:34 14Future Members Teams and intrapreneurship Two AI layers in business: personal operating systems and company-wide systems, and the rise of intrapreneurs.
  15. 7:51 15Wrap-up Members Quickfire questions Rapid-fire questions and final thoughts on adopting agents.

Jobs this course suits

Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.

Independent ConsultantsIT ConsultantsInsurance Operations ManagersProcess Improvement AnalystsSmall Business OwnersChiefs of StaffFoundersManager of OperationsOperation ManagersOperations ManagersVirtual AssistantsAutomation Engineers