The post identifies that Claude Code's locally stored transcripts already contain the data needed to diagnose and reduce API token costs, making waste measurable without additional instrumentation.
The PreToolUse hook is the last deterministic checkpoint before Claude Code executes a destructive or secret-leaking command, making it the primary mechanism for keeping an autonomous coding agent from causing irreversible damage.