
AI BYTS: Keep the source within reach
Two small experiments keep the editable object and the original source close enough to inspect.
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A practice in progress
I’m Clinton Harman. I design products and systems, help teams make sense of complex work, and share what I’m learning from professional practice and my own AI-assisted projects.

Two small experiments keep the editable object and the original source close enough to inspect.
Published:

A current service-design tender shows why exception ownership, recovery paths and acceptance criteria belong in a workflow before implementation.
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OpenAI's Images 2.6 adds editing and export controls. A visual production decision still depends on the asset, its context, and the review needed to use it.
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Experience behind the writing