Thread 01

Intelligent tools, human judgment.

Explorations on AI workflows, intelligent tools, prompt design, automation and the role of human judgment in increasingly complex systems.

What I explore here

The questions inside this thread.

How real value emerges from systems and constraints, not isolated prompts.

Talking to models as an interface-design problem with decades of precedent.

Where automation helps, where it quietly costs, and how to tell the difference.

Keeping human discernment in the loop as systems grow more capable.

Essays in this thread

Value comes from arranging the work and the judgment, not from removing steps.

Working with a model is a craft borrowed from interface design and cost discipline.

Not the model, the organization: fragmentation, governance, data and trust.

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