echokill is an open-source command-line tool that eliminates redundant tokens across multi-agent LLM pipelines, reducing token usage by 65-82%. It supports prefix caching and integrates with popular agent frameworks, helping developers optimize costs and efficiency in LLM workflows.
In the Other AI space, echokill takes a focused approach. It focuses on reducing redundant token usage and associated costs in multi-agent LLM pipelines by deduplicating tokens. echokill is an open-source project aimed at developers building multi-agent LLM systems. echokill is open source under the MIT license. It ships for the command line.
echokill first shipped in 2026. Among its 5 catalogued features are token deduplication, multi-agent support, and cost optimization.
Summary written by a language model from the project’s public pages.
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