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Working guidance for local-first tools, AI systems, mobile UX, privacy, support, and launch decisions.

31 notes from the workbench

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Local Models

When Local AI Models Make Sense

Local models are useful when privacy, repeatability, speed, or batch review matter more than having the biggest hosted model every time.

3 min read
Local Models

Cloud Models Vs Local Models

Cloud and local AI are both useful. The right choice depends on privacy, context size, repeatability, cost, and how much reasoning the task needs.

4 min read
Local Models

A Local Model Workflow Audit

A local model workflow audit checks privacy boundaries, repeatability, file flow, output review, and whether local inference is actually the right fit.

4 min read