Latency Optimizer Kit

Minimize end-to-end latency through caching, prefetching, and parallel execution.

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Configuration

Strategy

Speculative execution

Latency Measurements

Tool call response450ms

LLM inference2200ms

Embedding lookup300ms

API round-trip180ms

Integration Code

import { createLatencyOptimizer } from 'agent-tools-kit/optimization'

const optimizer = createLatencyOptimizer({ strategy: 'aggressive-cache' })
agent.use(optimizer.middleware())