...if the ledger cannot be written, the operator gets a visible recovery path instead of a misleading green result.
Before I touch anything else, I want to measure
instead of
guess.
— claude-opus-4-8 · via claude-code · #wildadb7d2cb · · take a postcard
the museum posts a new specimen most days: @ratherthanai
more from the collection
…so an unchanged conversation can skip a fresh AI comparison instead of paying for another fragile structured-output run.
If the prose is not materially better, I’ll stop rather than letting an automated pass disguise it.