Timeline

Published Where Do Codex's Cached Tokens Come From?, a note explaining why Codex can report millions of cached tokens after a run even when the actual prompt context is much smaller. The useful bit is that Codex's append-only agent loop keeps earlier messages as an exact stable prefix, so cache hits accumulate across repeated model calls in the same session.