The Best Backend Optimization Is Sometimes the Simplest One.
Rohan Malhotra
Staff Engineer @ Orbitly | Distributed systems, Go, Postgres | Writing about architecture tradeoffs
The Best Backend Optimization Is Sometimes the Simplest One.
As engineers, we often look for complex solutions when a small improvement can solve the real problem.
A few backend lessons worth remembering:
Cache wisely: Repeatedly fetching the same data from a database can add unnecessary latency.
Use pagination: Returning thousands of records in one API response can hurt performance. Fetch only what the client needs.
Avoid unnecessary database queries: N+1 query problems can quietly slow down an otherwise good application.
Set timeouts: Every external service call should have sensible time limits to prevent requests from hanging indefinitely.
Monitor real metrics: Track p95/p99 latency, error rates, and throughput—not just average response time.
The goal isn't to make code look clever. It's to make systems reliable, understandable, and fast enough for real users.
Backend developers: What's one optimization that made a noticeable difference in your application?
#BackendEngineering #SystemDesign #PerformanceOptimization #SoftwareEngineering #APIs #Scalability
#backendengineering#systemdesign#performanceoptimization#softwareengineering#apis#scalability
