After facing challenges with traditional Redis-based rate limiting during a traffic spike, the author transitioned to using Cloudflare Durable Objects for a more efficient solution. This new approach significantly reduced latency, improved reliability, and lowered costs while effectively managing thousands of concurrent requests in a serverless environment.