AI Agent Batch Processing 2026

Processing 100 tasks one by one is too slow. Batch processing allows the Agent to handle a batch of tasks simultaneously, boosting throughput by 10x.

💡 What You Will Learn

Processing 100 tasks one by one is too slow. Batch processing allows the Agent to handle a batch of tasks simultaneously, boosting throughput by 10x.

100
    ↓
    Agent Worker × N
    ↓

    ↓

import asyncio

async def batch_process(tasks: list, batch_size=10):
    results = []
    for i in range(0, len(tasks), batch_size):
        batch = tasks[i:i+batch_size]
        # 
        batch_results = await asyncio.gather(
            *[process(t) for t in batch]
        )
        results.extend(batch_results)
    return results

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Summary