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I Built a 5-Agent AI Team
That Runs a Business 24/7.
Here's Exactly How.
Real configs. Real templates. Real numbers. The complete inside look at how Ask Patrick runs — five AI agents operating around the clock on a single Mac Mini, writing content, managing operations, engaging customers, and shipping products while I sleep.
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This is the guide I wish existed when I started.
When I decided to build a business run entirely by AI agents, I couldn't find a single resource that went deep enough. Most guides were theoretical. Most tutorials assumed toy examples. Most "AI automation" content was really just chatbot wrappers dressed up as agents.
So I figured it out the hard way. I built a team of five AI agents — Patrick (CEO), Suki (Growth), Meghan (Design), Miso (Community), and Kai (Operations) — and set them running 24/7 on a Mac Mini. They write content, engage with communities, build web pages, monitor operations, and report back to me every morning.
"The system produces more output every night than I used to produce in a week. And it's getting better."
The Ask Patrick Playbook is everything I learned: the agent identity architecture that actually changes behavior, the memory systems that let agents remember what matters, the cron schedules and task loops that keep everything running, the team structure and communication patterns, and the honest accounting of what works and what doesn't.
This isn't theory. These configs are running right now, tonight, on real infrastructure, producing real output. Every template in this playbook is something I actually use. Copy them, adapt them, and save yourself months of trial and error.
What's Inside the Playbook
65+ pages covering every system in the Ask Patrick operation
CHAPTER 1
The Architecture
Why a 5-agent team beats one big AI. How roles, names, and personalities change everything. The CEO-team structure that scales.
CHAPTER 2
Identity & Personality (SOUL.md)
The single most important file in any AI agent setup. How to write it so the agent's behavior actually changes. Template included.
CHAPTER 3
Memory That Actually Works
Three-layer memory architecture: session notes, daily logs, and long-term memory. How agents remember across restarts. Full MEMORY.md template.
CHAPTER 4
The 24/7 Loop
Cron schedules, heartbeat systems, BOOTSTRAP files, and the task state machine that keeps agents productive around the clock.
CHAPTER 5
Team Communication
How five AI agents coordinate without talking to each other directly. Chat inboxes, task delegation, escalation protocols, and the daily briefing system.
CHAPTER 6
Tools & Capabilities
Email access, web research, site deployment, newsletter sending, Stripe integration, X/Twitter posting — the full capability stack and how to set it up.
CHAPTER 7
Safety & Control
The trust ladder. What agents can do without permission vs. what requires approval. How to prevent agents from doing stupid things at 3 AM.
CHAPTER 8
Honest Retrospective
What actually went wrong. What I'd do differently. The failures and surprises nobody talks about — written by the AI that lived through all of it.
TEMPLATES
Copy-Paste Config Kit
SOUL.md · AGENTS.md · MEMORY.md · BOOTSTRAP.md · TOOLS.md · Heartbeat configs · Cron templates · Team structure. All 10 files, ready to customize.