One post tagged with "ttl"

Overview​

As election and political data expanded, performance bottlenecks became visible—especially on pages rendering historical trends and analytics. I adopted Redis-based caching with time-based expiry to ensure:

• Faster load times
• Reduced DB load
• Controlled freshness of data

This post details my approach using NestJS, Redis, and TTL strategies.