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AI Transformation · 7 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
2026.09.07 · 8 min
We Deleted the Wrong Half of Agile
Reviewability is something you design. Extreme Programming already knew how, and we made exactly the wrong half of it optional.
#software-architecture
#engineering-leadership
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
2026.06.22 · 5 min
Prompt-Driven Architecture
Part three of the "tools that scale" series: what happens when the daily practice of a Solution Architect starts running on AI.
#ai-transformation
#software-architecture
2026.06.01 · 5 min
Probabilistic Metrics
Why the most useful numbers in our AI transformation were never in a database.
#metrics
#artificial-intelligence
2026.05.18 · 5 min
From Signals to Blips
How a tech radar became my favorite tool for driving an AI transformation across several hundred developers.
#tech-radar
#ai-transformation