Operating manual

Tag: optimization

A focused reading path for optimization: related field notes, evidence trails, and operating questions from the archive.

AI agents/
13 Sep, 2026

skill-libraries-need-an-optimization-budget.md

Skill Libraries Need an Optimization Budget

Skill evolution is a billed optimization loop. A production skill library declares iterations, sampling, and validation cost up front, then treats overshoot as failure.
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