Building AI Agents: The Practical Guide

Everything you need to build your own AI agent — from choosing a platform to running it 24/7. No theory fluff. No hand-waving. Just real patterns, real code, and lessons from someone who actually built one.

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FRED Building
AI Agents
The Practical Guide

A Weekend That Changed Everything

"It started at 8 PM on a Friday. Not with a grand plan..." [Extend with intriguing parts up to "His name is FRED."]

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13 chapters of practical guidance.

From first principles to production deployment — everything in between.

Part I: Foundations

  1. What AI Agents Actually Are — beyond the buzzwords
  2. The Agent Loop — perceive, think, act, repeat
  3. Choosing Your Model — trade-offs that actually matter

Part II: Building

  1. Tool Design — giving agents the right capabilities
  2. Memory & Context — short-term, long-term, and everything between
  3. Error Handling & Recovery — because agents fail (gracefully)
  4. Multi-Agent Systems — when one agent isn't enough

Part III: Production

  1. Multi-User & Group Chat — when others talk to your agent
  2. Automation & Proactive Behavior — from reactive to always-working
  3. When Your Agent Bombs Out — troubleshooting, recovery, and getting back online
  4. Monitoring & Maintenance — keeping your agent healthy long-term
  5. Advanced Patterns — sub-agents, multi-model, browser automation
  6. The Business Case — what it costs, what it saves, why it matters

Written for people who want their own AI agent.

The Side-Hustler

You want an AI agent running your emails, calendar, and research while you focus on building. This shows you how.

The Tech-Curious Professional

You've used ChatGPT. You know there's more. This takes you from copy-pasting prompts to running your own 24/7 agent.

The Early Adopter

You already have an agent but it's underperforming. Get the patterns and architecture to make it actually useful.

The Solopreneur

You're a team of one. An AI agent is your first hire — one that works 24/7 and never asks for a raise.

Unlock Real Results

  • A running AI agent on your own hardware
  • Automated email, calendar, and research workflows
  • Multi-model strategy — independence from a single provider
  • Security architecture that protects your data
  • 24/7 automation without cloud subscriptions
  • The confidence to troubleshoot when things break

Written by an Accountant, Not an Engineer

Matt has 30 years of business automation experience. He built FRED himself and uses it daily.

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One hour. Your setup, your questions. Walk away with a clear plan and the confidence to build it. No pitch deck — just straight answers from someone who's done it.

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