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PART 8 · AGENTS
PART 8
AGENTS
7 classes. Each class holds its own standalone lessons.
PART 8 CLASSES
CLASSES, THEN LESSONS.
CLASS 28What Is an AI Agent?
An Agent Is a System, Not a Clever Prompt
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 28Tools Give an Agent Hands
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 28State Lets Work Continue After One Chat Ends
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 28First Agent, Smallest Useful Loop
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 28Agents Are Possible Employees, Not Magic Replacements
Part VIII — Agents classroom lesson.
READ LESSON →CLASS 29Chatbot vs Agent
Chat Answers; Agents Carry Work Forward
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 29Plugins and Connectors Are Not Automatically Agents
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 29Automation, Workflow, and Agent — Use the Simplest One
Part VIII — Agents classroom lesson.
READ LESSON →CLASS 30The Agent Loop
Think, Act, Observe, Decide, Stop
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 30Planning Is Not Doing
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 30Loops Need Budgets, Timeouts, and Exit Ramps
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 30Evaluate the Work, Not the Agent's Confidence
Part VIII — Agents classroom lesson.
READ LESSON →CLASS 31How Agents Use Tools
One Question, One Tool Path
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 31Which Surface Should the Tool Use?
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 31Least Privilege and Approval Gates
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 31A Tool Call Should Leave Evidence
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 31Make, n8n, and the Glue Between Systems
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 31Webhooks Start Agent Work; They Do Not Replace Its Controls
Part VIII — Agents classroom lesson.
READ LESSON →CLASS 32Your Own Agent vs Hosted Agents
Hosted Agents: Fast Capability Inside Someone Else's Product
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 32Web Agents and Browser-Based Work
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 32Self-Hosted Agents: Your Code, Your VPS, Your Rules
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 32Case Study: SweepsMonitor's Controlled Editorial System
Part VIII — Agents classroom lesson.
READ LESSON →CLASS 33Single-Agent vs Multi-Agent Systems
One Good Agent Beats a Crowd of Vague Agents
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 33When Roles Earn Their Separation
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 33Coordination Costs, Context Loss, and Debugging
Part VIII — Agents classroom lesson.
READ LESSON →CLASS 34AI Memory
Context Is Not Durable Memory
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 34File Memory, Database Memory, and Retrieval Memory
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 34User Memory Needs Permission and Restraint
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 34Memory Maintenance: Freshness, Forgetting, and Handoffs
Part VIII — Agents classroom lesson.
READ LESSON →September 12, 2026 · CLASS 34Learning Loops: How an Agent Gets Better Without Quietly Going Rogue
Part VIII — Agents classroom lesson.
READ LESSON →