SMRTR ProgrammingDec 7, 2025Daily.dev

How to Build Parallel Agentic Workflows with Python

SMRTR summary

Tutorial shows how to build faster LLM applications using Python's asyncio and aiohttp to make parallel asynchronous calls instead of sequential ones. Demonstrates creating a customer service workflow for real estate that handles pricing, scheduling, and routing by breaking complex tasks into smaller parallel operations, reducing latency from 3-15 seconds to under 0.5 seconds using smaller, specialized models.

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