The Cost of Inefficient Database Queries
When scaling a publication platform to millions of page views, unoptimized database queries quickly become the primary bottleneck. In Laravel 12, Eloquent provides incredible expressiveness, but requires thoughtful indexing and eager loading.
1. Eager Loading Relationships
Avoid the notorious N+1 query problem by eager loading author profiles, categories, and tags in a single trip:
$posts = Post::with(['user', 'categories', 'tags'])->published()->paginate(12);
2. Database Indexing Strategy
Ensure composite indexes on (status, published_at) and unique indexes on slug to keep lookups under 2 milliseconds.