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r/LocalLLaMA6h ago
5.0

ai agent token costs are getting out of control and nobody is talking about the context efficiency problem

/u/whatever_blag

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Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorydiscussion
Topics
agentsraginferenceoptimization

Opportunity Brief

Develop an intelligent context-filtering middleware for developer agents that uses semantic importance scoring to prune unused files. This tool would significantly reduce token usage for coding assistants without sacrificing model performance.

Suggested repo: prune-ctx

"Slash your AI agent token costs by 80% with semantic context filtering."

Estimated effort: 60h