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#artificial-intelligence

Artificial Intelligence · 10 essays · all 33 field notes →

2026.10.05 · 6 min

Nobody Resisted

We planned for skeptics and got 1,372 skill files in eleven weeks. Notes on an AI adoption that went too well.#ai-transformation#organizational-design
2026.09.28 · 7 min

Every Approval Is a Missing Rule

If the architects do not write the rules the agents read, the person who writes the template does. Notes from reviewing an operating model for agentic delivery.#software-architecture#ai-transformation
2026.09.14 · 8 min

Turn the Sequence Diagram on Its Side

The people who can tell you a boundary is wrong were never going to read UML. Turn the sequence diagram on its side and they do not have to.#software-architecture#systems-thinking
2026.08.03 · 6 min

The Bottleneck Moved

AI made writing code cheap. Our squad reports show where the queue went next: to the people who have to read it.#artificial-intelligence#ai-transformation
2026.07.20 · 6 min

The Model Is the Easy Part

I put an MCP server in front of a production API. The hard parts were tokens and state, not the model.#software-architecture#artificial-intelligence
2026.06.29 · 5 min

Multi-Agent Is an Org Chart

I designed a multi-agent AI system and accidentally rebuilt the org chart, failure modes included.#multi-agent-systems#artificial-intelligence
2026.06.01 · 5 min

Probabilistic Metrics

Why the most useful numbers in our AI transformation were never in a database.#metrics#artificial-intelligence
2026.04.20 · 5 min

A Company of One, Staffed by Agents

Four shipping products, one person, and a field report on what AI actually changes about building software.#ai-agents#solopreneurship
2026.01.05 · 5 min

Diagrams Are Conversations, Not Documentation

The most useful diagram of my career was ugly, partially wrong, and deleted within a week.#software-architecture#diagrams
2024.02.19 · 3 min

Stop Calling It Legacy Code

With AI in the picture, it's not legacy anymore. It's a Knowledge Container.#legacy-systems#artificial-intelligence