Operating manual
Tag: llm-ops
A focused reading path for llm-ops: related field notes, evidence trails, and operating questions from the archive.
- 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.
open artifact → - a-model-upgrade-is-a-memory-migration.md
A Model Upgrade Is a Memory Migration
Copied records do not prove an agent kept its memory. Model upgrades need directional tests, clean index rebuilds, repair evidence, and rollback.
open artifact →