InCoffee☕ And Code💚byThe Turtle Code·Nov 4Normalization vs. Denormalization Under Real Production WorkloadsA database can follow every normalization principle, enforce referential integrity, and use well-designed indexes — and still struggle to…
TK·Oct 4Escaping Snapshot Listener Hell: Optimizing Real-Time Chat PerformanceReal-time synchronization is the lifeblood of any modern chat application. However, if not architected carefully, the very tools that make…
TK·Sep 25Solving the N+1 Problem in Firestore: A Pragmatic Approach to DenormalizationIf you’ve ever built a messaging feature using a NoSQL database like Firebase Firestore, you’ve likely hit a wall that relational database…
aymane lambarki·Sep 12Normalization vs Denormalization Explained with an Orange FactoryLet’s say you run an orange factory , Orders come in every day, and someone has to write it all down :A response icon1
Bharati Gogoi·Aug 6Why I Denormalized My Database on Purpose (And How I Keep It Consistent)When I started building the transaction feature for a Finance Management App, my first instinct was: “Why store a separate balance table in…
