§ AI Anonymous · Field Notes · Optimization

Optimization Checklist

A practical checklist for making AI workflows fast, cheap, and quiet. Measure first, then cut latency, tokens, and noise. Use it when "it works" needs to become "it scales."

Measure first · Smallest capable model · Cache the boring parts Latency Cost Caching
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Measure. Cut. Measure again.
Optimization without numbers is just opinion.
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