Can You Quantify a Writing Voice?
I fed nine years of my writing into a 25-dimension analysis pipeline. It handed back a spec sheet for my voice. With tolerances.
I fed nine years of my writing into a 25-dimension analysis pipeline. It handed back a spec sheet for my voice. With tolerances.
A working AI pipeline was silently failing on 16% of documents, fabricating identifiers for 13% of records, and spending full extraction costs every run even when nothing had changed. Here's what the redesign looked like.
AI-assisted PRs ignore project standards because the tools never see them. CLAUDE.md and AGENTS.md fix that. Your conventions load into the contributor's AI tool the moment they clone the repo.