Deterministic Agent Routing: Cutting LLM Gateway Latency by 64%
When scaling multi-agent orchestrations beyond three concurrent sub-agents, traditional WebSocket fan-outs quickly degrade into asynchronous context drift. Here is how decoupling localized memory caches from inference queues restores sub-400ms turnaround.
0:00 / 3:12 • Synthesized at 06:00 EST
- The Bottleneck: Unmanaged context re-hydration adds up to 1,200ms per agent handoff.
- The Solution: Immutable local KV state-snapshots broadcasted over shared-memory IPC.
- The Metric: End-to-end token latency dropped from 1,840ms down to 620ms on benchmarks.
import { AgentGateway, CachePolicy } from '@thedailyfix/core';
// Initialize cluster with local memory snapshot
export const gateway = new AgentGateway({
policy: CachePolicy.DETERMINISTIC,
maxHandoffMs: 420,
memoryStore: 'fast-kv-edge',
});
// Fanout pipeline without websocket state bloat
const runResult = await gateway.dispatch({
agents: ['planner', 'synthesizer', 'evaluator'],
consensusThreshold: 0.96,
});
console.log(`✅ Latency: ${runResult.latencyMs}ms [200 OK]`);Essential Repos & Runtimes
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