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Notes for moving ahead on AI.

Practical writing on applying AI to workflows that matter — written to help you move with caution where necessary and confidence when in doubt.

The ideas and the judgement are human; AI helps with the research, the detail and the structure, and a person decides what is true and what is worth saying.

7 min read

The Three Constraining Forces for Agentic AI Design

Probabilistic output, consumption-based cost and evolving models were always true of AI. Once an agent acts rather than responds, each one carries a different consequence — and demands a different design discipline.

Agentic AI · Workflow design · Operations

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