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financeMEDIUM2026-05-01 01:35 UTC

I Rewrote Our Scraper with asyncio. My CTO Thought I Added Servers.

Here's the story. Last week, the product manager dropped a requirement: we needed to fetch real-time market data from 200 sources, refresh every 10 seconds, and keep latency under 2 seconds. I looked at the existing code — synchronous requests fetching one by one. A full round took 14 seconds, CPU u

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