Everyone uses AI. Nobody uses systems. That's why it keeps failing you. Build AI systems that remember, check their work, and make money.
Chapter 1 — What You Build in 20 Minutes
You set it up once with markdown files. After that, you interact through Telegram — ask questions, get digests, request drafts. The system runs on a schedule while you sleep.
{
"name": "content-scout",
"skills": ["skills/content-scout.md"],
"plugins": ["trend-scraper"],
"schedule": "0 7 * * *",
"channels": {
"telegram": { "enabled": true }
}
}Configure it once. Use it from your phone. The book shows you how.
Read the Free ChapterEvery chapter ships a working system with a revenue model attached. You leave with a portfolio, not a certificate.
You paste the same prompt every morning. It suggests the same topics. You edit out the repeats yourself. Slop Factory does it all on a schedule — finds trends, generates scripts, skips what it already covered, and delivers a daily batch. Revenue: content funnel, affiliates, brand deals.
You Google expiring certifications one by one. You forget to follow up. Leads go cold. CertScout scrapes them automatically, scores by urgency, drafts outreach, and sends you a daily digest. Same pattern as Slop Factory — applied to a domain that pays directly. Revenue: $500-$2K/mo retainer.
400 job agents ship every month. Most produce obvious AI slop. Vetta pulls jobs from multiple sites, then checks every application three times to strip out robotic patterns. A scoring checklist catches what sounds fake before any employer reads it. Revenue: SaaS, placement fee, or white-label for coaches.
When your AI forgets context, that's Memory missing. When it gives you confident garbage, that's Control missing. Instruction, Memory, Control, Flow. Four concepts that explain every AI failure you've ever had. Learn them once, diagnose anything.
Open-weight models only. No proprietary APIs, no surprise pricing changes. Your systems cost pennies to run and your margins stay yours.
One setup, many clients. Each gets their own voice, their own schedule, their own content. You run it all from the same system without mixing anyone's data. Available in the Amplify Annex (Pro tier).
Every system follows the same structure: find data, process it, check it, deliver it. You learn the pattern once with content. Then you apply it to harder problems that pay more.
Chapters 1 – 4
Chapters 5, 7
Chapters 6, 8 – 10
Annex A1 – A4
Color = concept:
Real systems, real revenue models, real files you can run. Here's what each chapter delivers.
Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.
Four concepts. Four failures. When something isn't working, check which one is missing.
System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.
Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.
Four concepts. Four failures. When something isn't working, check which one is missing.
System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.
Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.
Four concepts. Four failures. When something isn't working, check which one is missing.
System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.
Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.
Four concepts. Four failures. When something isn't working, check which one is missing.
System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.
400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.
My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.
Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.
400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.
My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.
Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.
400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.
My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.
Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.
400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.
My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.
Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.
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60,000 words. 4 real systems. Revenue models in every chapter. Get the notes that go deeper.