What is Apify and why use it for agent data pipelines?
Apify is a scraping API that lets you use a single API key to scrape LinkedIn, Twitter, and other channels. The key value is getting live data into the context window of an agent so it has the awareness and context it needs to make decisions, generate content, or trigger outbound actions. The challenge with Apify is that there are many scrapers on the platform, and finding ones that are actively monitored and maintained is critical for stable connections. A developer called 'API Maestro' is highlighted as a reliable source for LinkedIn-specific actors.
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