**TL;DR** LLM agents can’t rely on static datasets. They need real-time web data to adapt, reason, and act. But scraping the live web reliably is harder than it sounds—especially at scale. This guide shows how event-driven scraping architectures, message queues, and backpressure-aware systems let you stream structured data into your LLM pipelines. LLMs don’t live […] The post Real Time Web Data Pipelines for LLM Agents: Event driven scraping architectures appeared first on PromptCloud.