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Optimizing LLM Context for OpenAPI: A Deterministic Approach to Token Reduction

How deterministic context batching reduced approximate token usage by ~81.7% while building an agentic API testing prototype See It in Action I also…

aitokenoptimizationopenapialgorithms
Dev.to Aug 11, 2026, 05:09 UTC
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BAGEN: LLM Agents Waste 44% of Tokens on Tasks They'll Fail

You're paying for every token your agent burns. And according to new research from Northwestern, Stanford, Cornell, and All Hands AI, a large share…

llmagentstokenoptimizationpaperpocaicost
Dev.to Jun 5, 2026, 04:16 UTC

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