Profile Token Composition Before You Compress Agent Prose

Sets a realistic ceiling (~8%, not ~65%) before you invest in prose compression Intermediate 2 min read

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.

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