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AI Agents Projects for Beginners

25 Projects to Build, Run, and Deploy Your Own Intelligent Agents

Twenty-five projects from hello-agent to a capstone deploy. Research, files, email, browser, multi-agent teams, and an observatory. Companion references for OpenClaw, Hermes, and Ollama. Build first. The model is a component, not the project.

Editorial principle

The student writes the agent. The book is a workshop, not a prompt pack. No hosted kids chatbot. Does not make AI safe.

Chronology
2026
Length
~119,000 words
Reading time
~10 hours · 512 pages

Authors

Michael Gannotti

The voices

1 figures across 2026. Each speaks in their own voice, through their own texts.

  • The builder

    now

    Projects

    Core question: What did you actually run?

    The person who ships the agent — not the model that wrote a plan.

Chapters

25 chapters. The disagreement is not resolved.

  1. Project 1

    Hello, Agent World

    Complete

    Can you run one agent end to end?

    Voices: builder

  2. Project 2

    Research Agent: Web Search Summarizer

    Complete

    Can it cite, or only compress?

    Voices: builder

  3. Project 3

    File Organizer Agent

    Complete

    What may it move, and what must it leave?

    Voices: builder

  4. Project 4

    Spreadsheet Intelligence Agent

    Complete

    Who owns the numbers after the agent runs?

    Voices: builder

  5. Project 5

    Smart Email Assistant

    Complete

    What must it never send?

    Voices: builder

  6. Project 6

    API Connector Agent: Data Pipeline

    Complete

    Where does the data go, and who approved it?

    Voices: builder

  7. Project 7

    Coding Agent: Helper and Refactor

    Complete

    Who reviews the diff?

    Voices: builder

  8. Project 8

    Personal Knowledge Base Agent

    Complete

    What stays local?

    Voices: builder

  9. Project 9

    Browser Automation Agent

    Complete

    When is a click a permission?

    Voices: builder

  10. Project 10

    Meeting Transcript Analyzer

    Complete

    Who is in the transcript, and who may see it?

    Voices: builder

  11. Project 11

    CI/CD Watchdog Agent

    Complete

    What fails closed?

    Voices: builder

  12. Project 12

    Document Generator Agent

    Complete

    Whose name goes on the page?

    Voices: builder

  13. Project 13

    Debate Team: Multi-Agent Consensus

    Complete

    Is consensus a vote, or a check?

    Voices: builder

  14. Project 14

    Code Review Panel

    Complete

    Who is accountable for the merge?

    Voices: builder

  15. Project 15

    Content Factory: Writer + Editor + Fact-Checker

    Complete

    What happens when the fact-checker loses?

    Voices: builder

  16. Project 16

    Customer Support Router

    Complete

    When must a human take the ticket?

    Voices: builder

  17. Project 17

    Data Quality Team

    Complete

    What is a silent bad row worth?

    Voices: builder

  18. Project 18

    Workflow Orchestrator

    Complete

    Who turns the pipeline off?

    Voices: builder

  19. Project 19

    The AI Analyst: Financial Report Reader

    Complete

    Can it be wrong with confidence?

    Voices: builder

  20. Project 20

    Smart Home Command Center

    Complete

    What must never fire unattended?

    Voices: builder

  21. Project 21

    Competitive Intelligence Monitor

    Complete

    What is public, and what is theft?

    Voices: builder

  22. Project 22

    The Ethical Guardian: AI Safety Auditor

    Complete

    Who audits the auditor?

    Voices: builder

  23. Project 23

    Deploy Your Agent: From Script to Service

    Complete

    What changes when it runs overnight?

    Voices: builder

  24. Project 24

    The Agent Observatory: Monitoring Dashboard

    Complete

    What do you measure if you cannot trust the logs?

    Voices: builder

  25. Project 25

    Your Capstone: Build & Deploy an End-to-End Agent

    Complete

    What did you refuse to automate?

    Voices: builder