7 tweaks cut this agent's token cost by up to 95%: 40,000 to 19,200 tokens without changing models

tomcrawshaw01 · x · 2026-11-04

Tom Crawshaw shares 7 token-cutting changes that made his Hermes Agent up to 95% cheaper to run. A free audit plugin dropped overhead from 40,000 to 19,200 tokens before changing a single model. He highlights Ponytail, a plugin that trims fat while the agent writes code. Full setup walkthrough is in his article plus a YouTube video with the Token Optimizer tool.

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