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#artificial-intelligence

Artificial Intelligence · 6 essays · all 25 field notes →

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