How to Build a Bot

Build an AI agent system that runs your operations while you sleep.

This guide documents the complete architecture of a production multi-agent system built on OpenClaw - from first install to autonomous 24/7 operation. Three specialized agents (Coordinator, Worker, Apex) work in concert to delegate tasks, manage real estate workflows, monitor financial positions, automate browser-based processes, and deliver daily briefings via Telegram.

No theory. No toy demos. This is a field manual built from months of production use - every architecture decision, every cost optimization, and every failure documented so you don't have to repeat them.
What's inside:

• The Triad Architecture - how three agents with distinct roles (routing, coding, browser automation) coordinate without stepping on each other
• Cost Discipline - the frameworks that brought monthly API spend under $60 with no degradation in speed or accuracy
• Memory Systems - file-based continuity that survives session restarts and keeps your agent context-aware across days and weeks
• Browser Automation - real-world task execution including web form filing, receipt uploads, and financial platform navigation
• Portfolio Monitoring - live position tracking, margin alerting, and market scanning on autopilot
• The Playbook System - repeatable task recipes that turn 20-minute manual processes into 2-minute automated ones
• Delegation Philosophy - when to spawn a sub-agent, when to handle directly, and how to prevent runaway token costs

10 chapters + appendix. Written by J. Rubix, a licensed mechanical engineer who built this system to manage rental properties, stock portfolio, business operations, and much more.

Built on OpenClaw. Written for builders.