A viral claim says talking to agents in terse, 'caveman' fragments cuts token bills by 65%. On real coding agents the measured savings was ~8.5%, because code and tool output dominate the tokens, not narration. Profile your run's token composition first so you optimize the part that actually costs money.
Profile Token Composition Before You Compress Agent Prose
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