02 / THINKING

Thinking out loud.

Ideas I am working through, grounded in the systems and teams I work with.

GENOMELENS / AGENT EVALUATION

5 min read

When more instructions made the results worse

Two surprises in GenomeLens challenged my expectations about newer models, better prompts, and what counts as an improvement.

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PRACTICAL AI / OPERATIONS

5 min read

When an agent should ask for approval

A replenishment decision shows how I would separate an agent's freedom to investigate from its authority to commit the business.

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SELECTED COLLABORATIONS

Good conversations
are a starting point.

A difficult technology decision, an interesting system, or an idea worth exploring. I’m open to a focused conversation when there is a good fit.

Work with me