Education Series
How one person builds a 50-person output with AI agents. A comprehensive guide to designing, deploying, and governing an autonomous agent workforce — from architecture to economics.
What's Inside
From the problem statement through architecture, governance, and economics — everything needed to understand and replicate the agentic workforce pattern.
Why AI agents (not tools), and the LLM-as-computer analogy that makes the architecture intuitive.
The corporate hierarchy of AI agents, the wall of separation, and the 5-step pattern from concept to live agent.
SDK containers, Pydantic AI, Archon YAML, edge functions, n8n — and when to use each.
The disk hierarchy, RAG pipeline, multi-model routing, and 155 skills across 5 departments.
How agents remember, learn through “dreaming,” and collaborate via structured inter-agent protocols.
Human-in-the-loop controls, cost structure ($0.03/task), time economics, and the replicable build sequence.
Narrated Presentation
38 slides with professional narration — a complete walkthrough of the agentic workforce architecture, patterns, and economics.
~26 min · 38 slides · 1080p
Download MP4Resources
Browse the interactive deck at your own pace, or download the full document for offline reference.
