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local subagents on a mac: three requests share one verify pass, +23% throughput on qwen3.8-27b

hey, im working on an open source project called kapitsa, an inference engine for macs. agent frameworks fire several model calls at once, subagents, tool calls, a planner. on a mac with one gpu those usually just queue. kapitsa runs speculative decoding as a tree, we call it kflash. a drafter gues…

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  1. 2026-10-23 19:14 · r/AI_Agents
    local subagents on a mac: three requests share one verify pass, +23% throughput on qwen3.8-27b

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