Articles

Strategy, how-tos, build logs, and opinions from building with AI at the frontier.

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Bird's-eye illustrated view of the Yellowstone farm compound at golden hour

Yellowstone — First Principles for AI Agent Ecosystems

Simple AI demos hide the paradigm. This series uses a fierce farm in a valley — one you might recognize from the TV series — to explore the first principles of agentic architecture: governance, autonomy, attention, compound complexity. The farm vocabulary can't collide with your business domain, which means you and your AI of choice can walk through it together and apply the patterns to your own operation.

3 chapters published

Full Yellowstone farm compound viewed from the south — all buildings visible inside the fence, market stall outside, mountains in background
Ch. 1

A Sufficiently Complex Example

To explain a useful concept, you need a sufficiently complex example. Nygaard knew this in 2002. It is exactly as true in 2026.

Read · 5 minarrow_forward
Six farm hands gathered on the farmhouse porch at morning standup, pen-and-ink illustration with watercolor washes in the Yellowstone series style
Ch. 2

The People — Six Hands, One Farmer

The bell rings at seven. Six hands gather on the porch. Meet the people who work this farm and the problem that changes everything.

Read · 7 minarrow_forward
Yellowstone compound main gate and fence line — timber gate open, market stall on open gravel outside, barn and farmhouse visible through the gate
Ch. 3

The Fence — What Makes Autonomous Work Safe

The hands can be present in multiple fields at once. This changes everything about how the farm must be governed.

Read · 7 minarrow_forward

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Six farm hands gathered on the farmhouse porch at morning standup, pen-and-ink illustration with watercolor washes in the Yellowstone series style
piece
schedule1 week ago · 7 min read

The People — Six Hands, One Farmer

The bell rings at seven. Six hands gather on the porch. Meet the people who work this farm and the problem that changes everything.

Read article arrow_forward
Yellowstone compound main gate and fence line — timber gate open, market stall on open gravel outside, barn and farmhouse visible through the gate
piece
schedule2 weeks ago · 7 min read

The Fence — What Makes Autonomous Work Safe

The hands can be present in multiple fields at once. This changes everything about how the farm must be governed.

Read article arrow_forward
Full Yellowstone farm compound viewed from the south — all buildings visible inside the fence, market stall outside, mountains in background
piece
schedule2 weeks ago · 5 min read

A Sufficiently Complex Example

To explain a useful concept, you need a sufficiently complex example. Nygaard knew this in 2002. It is exactly as true in 2026.

Read article arrow_forward
The Cloud Associates team gathered on the farmhouse porch for a formal all-hands — a framed constitution document on the wall, golden hour light, Montana valley beyond
piece
schedule2 weeks ago · 1 min read

The Constitution

Test episode 3 — Prompting fades. Constitutions hold. The governance document that turned six AI tools into a team.

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Aston and Metrick at a whiteboard with the Cloud Associates team gathered close — an intimate working moment in the Montana farmhouse office
piece
schedule2 weeks ago · 4 min read

When Things Broke

Test episode 2 — The gap between we use AI and we run AI operations lives in what happens when tools break.

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The Cloud Associates arriving at the Montana farmhouse with suitcases — Aston and Bob on the porch welcoming the team
piece
schedule2 weeks ago · 3 min read

How We Got Here

Test episode 1 — The origin of the AI team. How six associates with a constitution emerged from a solo builder's need for leverage.

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Abstract watercolor illustration of layered trust shields in falu red and terracotta
analysis
schedule4 weeks ago · 3 min read

The 2026 Trust Stack: Where to Actually Collect Social Proof

Trustpilot for baseline trust, Senja for emotional conversion, G2 for category authority, Product Hunt for innovation signal. No single platform covers all needs.

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Abstract watercolor illustration of AI guardrails and neural patterns in falu red and terracotta
howto
schedule4 weeks ago · 3 min read

Your AI Guardrail: A 15-Minute Weekly Ritual

AI tools confidently hallucinate from messy inputs. A weekly stress test keeps your content operations honest. Here's the ritual.

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Abstract watercolor illustration of ascending value layers in falu red and terracotta
howto
schedule4 weeks ago · 3 min read

Value Stacking: Why Multi-Hook Landing Pages Convert

Stop optimizing for one persona. Design landing pages where every visitor arrives for their hook and discovers three more they didn't expect.

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Watercolor illustration of transparency and openness in AI operations
opinion
schedule1 month ago · 1 min read

The Case for Public AI Operations

Why we publish our metrics, share our architecture, and build in the open. And why you probably should too.

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Watercolor illustration of a trust engine flywheel
blueprint
schedule1 month ago · 2 min read

Building a Trust Engine: From Moment of Relief to Social Proof

Social proof isn't a funnel stage — it's a feedback loop. Here's the framework we use to turn user delight into compounding trust signals.

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Watercolor illustration of satellite apps orbiting a core product
idea
schedule1 month ago · 5 min read

Satellite Apps: The New Lead Magnets

AI coding tools let marketers build interactive micro-products in hours. Static PDFs and checklists are dead. Here's what replaces them.

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