How Cloud Browsers Overcome Twitter's Rate-Limiting Bottleneck

This case reveals a critical discovery: the bottleneck wasn't the machine or local resources—it was the single exit IP. By shifting to cloud browser providers with distributed IPs through Actionbook, the company achieved scaling that local optimization could never deliver. This architectural shift demonstrates a universal pattern for overcoming platform rate limits while reducing infrastructure costs through free-tier service stacking.