Dev Tools · 1h ago
Building a Real-Time Sports Odds API: 5 Hard Lessons Learned
Developers building a real-time sports odds platform found scraping bookmaker websites was only 10% of the challenge. The real work involved maintaining dozens of scrapers, normalizing inconsistent event data across bookmakers, and building infrastructure for thousands of odds updates per second. They learned that monitoring and data consistency matter more than raw collection speed.
Meridian48 take
The post reveals that the hardest part of a real-time odds API isn't the scraping—it's the data engineering and reliability, a lesson that applies broadly to any real-time data platform.
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5 Things We Didn't Expect While Building a Real-Time Sports Odds API →
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