TLDR Tech / Dev
A Practical Guide to Reducing Token Spend
A "swamp workflow" is a method of optimizing AI agents by structuring complex tasks into deterministic code, reducing resource consumption while preserving functionality. Implementing a swamp workflow decreased token usage by 8 times and cut execution time in half for a code review task compared to traditional skills, which inefficiently used numerous tokens and runtime.
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