Simulation Runner Kit

Execute scenarios at scale with parallel runs.

Early stopping

0/5 complete

Execution Pipeline

Load scenariosFetch all scenario definitions300ms

Allocate workersSpin up parallel execution pool500ms

Execute batchRun 10,000 simulations in parallel2000ms

Aggregate meanCompute mean across all runs400ms

Generate reportExport results and metrics300ms

Integration Code

import { createSimulationRunner } from 'agent-tools-kit/simulation'

const runner = createSimulationRunner({
  aggregation: 'mean',
  parallelism: 8,
  earlyStopping: true,
})

const scenarios = [scenarioA, scenarioB, scenarioC]
const results = await runner.execute(scenarios, {
  iterations: 10000,
  timeout: 30000,
})

console.log(results.summary, results.byScenario)