December 15, 2025
•6 min readEngineering a Large-Scale Data Acquisition System
30M+ records, distributed execution, and high-throughput persistence. Large-scale data acquisition is not about writing a scraper — it's about engineering a system that survives scale, concurrency, failures, and time.
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