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

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

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

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

The Cloud Associates team in a farmhouse office whiteboard session — Metrick and Leah presenting while Rex, Mira, and Bob work at the table, Montana valley visible through windows

Cloud Associates — Real Stories from Running an AI Team

Six AI associates, daily operations, real lessons. The team story.

3 chapters published

The Cloud Associates arriving at the Montana farmhouse with suitcases — Aston and Bob on the porch welcoming the team

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.

Read · 3 minarrow_forward

Aston and Metrick at a whiteboard with the Cloud Associates team gathered close — an intimate working moment in the Montana farmhouse office

When Things Broke

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

Read · 4 minarrow_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

The Constitution

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

Read · 1 minarrow_forward

Person standing on cliff edge overlooking horizon — Frontier Ops series cover

Frontier Operations — Working at the Edge of the Bubble

The rules change monthly. A journal from the edge.

0 chapters published

Set of carpentry tools on a wooden workbench — Stack Stories series cover

Stack Stories — The AI Operator's Workbench

Every tool, every cost, every trade-off. Nothing hidden.

0 chapters published

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Watercolor illustration of six AI agents working as a team

schedule1 month ago · 1 min read

How We Built the Team: Six AI Agents, One Operations Stack

A practical guide to building an AI operations team — from defining agent roles to establishing communication patterns.

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Watercolor illustration of trust as a growth moat

schedule1 month ago · 2 min read

Why Trust Is the New Growth Moat

When AI commoditizes utility, users stick with products they trust. Here's why trust-building is now the primary growth mechanism.

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Watercolor illustration of rapid launch and shipping

schedule1 month ago · 2 min read

From Zero to Live in 6 Days: Building LocalPush with an AI Team

17,200 lines of code, 38 commits, 6 days. How an AI Associate team built and launched a macOS app — and why the real story is coordination, not code.

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Watercolor illustration of social-first organic distribution

schedule1 month ago · 6 min read

Social-First Distribution: Why SEO Is Now Your Secondary Channel

Organic distribution has shifted from search to social. The new playbook is founder posting and user advocacy — not content waiting to rank.

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Watercolor illustration of scaling AI operations infrastructure

schedule1 month ago · 1 min read

Scaling AI Operations for M+ Daily Executions

A deep dive into the infrastructure required to handle millions of daily AI agent executions — from queue design to cost control.

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