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Home/Cloud & DevOps/Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization
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Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization

Context windows are getting huge, but token budgets are tightening. Every time your agent iterates in an autonomous loop, you're potentially sending a massive, bloated prompt filled with conversational filler, redundant whitespace, and low-entropy "slop." Today, I've merged the Prompt Token Rewriter

โšกKey InsightsAI analyzingโ€ฆ
R

Ross Peili

๐Ÿ“… Mar 21, 2026ยทโฑ 2 min readยทDev.to โ†—
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https://dev.to/rosspeili/stop-paying-for-slop-a-deterministic-middleware-for-llm-token-optimization-51o7
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๐Ÿ“… Mar 21, 2026

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