AI Agent Queue Management 2026

Suddenly, 100 requests come in at once, and the server can't handle it. Queue management makes the requests line up and processes them one by one, so the system doesn't crash.

💡 What You Will Learn

Suddenly, 100 requests come in at once, and the server can't handle it. Queue management makes the requests line up and processes them one by one, so the system doesn't crash.

import redis, json

class AgentQueue:
    def __init__(self):
        self.redis = redis.Redis()

    def enqueue(self, user_id, query):
        task = {'user_id': user_id, 'query': query}
        self.redis.lpush('agent:queue', json.dumps(task))
        return len(task)

    def dequeue(self):
        task = self.redis.brpop('agent:queue', timeout=30)
        return json.loads(task[1]) if task else None

Summary