Caching
Definition & meaning
Definition
Caching is the practice of storing copies of data in a temporary, fast-access location so that future requests can be served more quickly without repeating expensive operations. Caching exists at every layer of the web stack: browser cache (storing assets locally), CDN cache (storing content at edge locations), application cache (memoizing database queries or API responses), database cache (query result buffers), and CPU cache (hardware-level instruction caching). For modern web applications, caching strategy directly impacts performance, cost, and user experience. Key caching mechanisms include HTTP cache headers (Cache-Control, ETag), ISR (Next.js page caching with background regeneration), Redis/Memcached (in-memory key-value stores), and SWR/React Query (client-side data caching with revalidation). The fundamental challenge of caching is cache invalidation — knowing when cached data is stale and needs refreshing.
How It Works
Caching stores copies of frequently accessed data in a faster storage layer to reduce latency and backend load. It operates at multiple levels: browser caching stores static assets locally using Cache-Control headers; CDN caching distributes content to edge servers geographically close to users; application caching (using tools like Redis or Memcached) stores computed results, database query responses, or session data in memory; and database query caching avoids re-executing expensive queries. Cache invalidation — determining when cached data is stale and needs refreshing — is famously one of the hardest problems in computer science. Common strategies include TTL (Time-To-Live) where data expires after a set duration, cache-aside (lazy loading) where the application checks the cache first and populates it on miss, and write-through where every database write simultaneously updates the cache. Cache hit ratios — the percentage of requests served from cache versus the origin — measure caching effectiveness. A well-configured cache can handle 90%+ of requests without touching the database.
Why It Matters
Caching is the single most impactful performance optimization for most web applications. A database query that takes 50ms can be served from Redis in under 1ms. For users, this translates to faster page loads and snappier interactions. For builders, caching reduces infrastructure costs by offloading traffic from expensive compute and database resources to cheaper, faster cache layers. CDN caching can reduce origin server load by 80-95% for content-heavy sites. For decision-makers, caching strategy directly affects scalability — without proper caching, you will need significantly more backend infrastructure to handle the same traffic. The tradeoff is complexity: stale data, cache stampedes, and invalidation bugs can cause subtle and hard-to-debug issues.
Real-World Examples
Cloudflare's CDN caches static assets at over 300 edge locations worldwide, and their newer features like Cache Rules and Tiered Cache give granular control over caching behavior. Vercel's Edge Network and Incremental Static Regeneration (ISR) combine static caching with background revalidation for Next.js applications. Redis is the dominant in-memory cache — used by companies like Twitter, GitHub, and Snapchat to serve millions of requests per second. At ThePlanetTools.ai, we use CDN caching extensively for our review pages to deliver fast load times globally. Fastly and AWS CloudFront are major CDN caching providers. Supabase leverages PostgreSQL's query caching and recommends connection pooling via PgBouncer for high-traffic applications. Browser DevTools' Network tab helps developers debug caching behavior by showing which resources are served from cache versus the network.
Tools We've Reviewed
Related Terms
Core Web Vitals
MarketingGoogle's page experience metrics: loading speed (LCP), responsiveness (INP), visual stability (CLS).
Rate Limiting
InfrastructureControlling request frequency to protect APIs from abuse and overload.
SSR / SSG / ISR
DevelopmentWeb rendering strategies: server-side, static generation, and incremental regeneration.
CDN
InfrastructureGlobal server network delivering content from the location nearest to each user.