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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