How I Cut Codex Tokens from 245M to 28M Per Day For Free (Same Speed)

TL;DR

This guide details how to reduce daily LLM token consumption from 245M to 28M using data pre-compaction, command output limits, and structured handoff files to maintain speed while cutting costs.