OpenClaw: My AI
Operating System

In December 2025 I started building a SaaS using Claude Code and OpenClaw. I have never written a line of production code in my life. The product is Searcher OS, the full operating system for anyone buying a business. It's profitable, growing, and enterprise-grade.

Now that it's built, my OpenClaw AI team helps me run it. Below is everything I've learned about setting up and running OpenClaw as a non-technical founder. Free guides, my exact setup, and the option to go deep together.

The Team

Agent hierarchy.

Named after the Bobiverse series. Each agent has a mandate, direct reports, and weekly OKRs. Same structure as a real leadership team.

6 agents currently running in production. Marcus (Deal Associate) is newest and not yet in the public org chart.

BobCEO
  • —Mandate: grow SearcherOS to $100K ARR
  • —Sets weekly OKRs and holds the team accountable
Bill
CTO

Product development and technical infrastructure

Riker
CMO

Distribution, Twitter/X, and go-to-market

Bridget
CCO

Customer intelligence — escalates through Bob

Howard
Acquisitions

Knowledge base for searching and acquiring a business

Marcus
Deal Associate

Handles the NDA/CIM chase with brokers

My Setup

How I run a SaaS company with AI agents.

This is not theoretical. This is how I operate SearcherOS every day.

Hardware

Custom high-memory Mac Mini M4 Pro. Running locally is 10x better than any cloud setup. I tried EC2 first — don't do it.

Agent Hierarchy

Bob (CEO) owns the $100K ARR mandate and manages 5 direct reports: Bill (CTO), Riker (CMO), Bridget (CCO), Howard (Acquisitions), and Codex (DevOps). Same structure as a real leadership team.

Claude Code + OpenClaw

Claude Code built the product. OpenClaw scales everything else — go-to-market, distribution, customer ops, growth strategy. They serve different jobs.

The Key Insight

A solo founder cannot think fast enough, write fast enough, or execute fast enough to reach serious ARR alone. OpenClaw is the only way to close that gap.

Free Guides

Everything I wish someone had told me.

I spent weeks figuring this out the hard way. These guides cover the key lessons so you can skip straight to building.

Setup

Local Mac Mini Setup Guide

Why local beats cloud, recommended hardware specs, and a step-by-step install guide. Skip the EC2 nightmare I went through.

Getting Started

Your First 30 Minutes

Install the Last 30 Days skill first. Then use it to optimize everything else. This single tip will save you days.

Architecture

Designing Your Agent Hierarchy

How I built a 6-agent hierarchy. The CEO → direct reports model. Mandate-driven agents vs. task-driven agents.

Advanced

Memory & Context Optimization

How to manage context windows, memory files, and persistent knowledge across agent sessions for maximum effectiveness.

Spec

3-Tier Memory System Spec

The exact spec I use for Bob's memory architecture. Three layers, numbered vault, checkpoint triggers, and retrieval order. Hand this to your agent and let it build.

Recipe

Marcus — Deal Associate

A complete recipe for building a deal operations agent that handles NDA requests, broker follow-ups, and CIM tracking. Copy the files, point your agent at this page, and let it build.

FAQ

Common questions.