Designing APIs other developers love
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The problem
Most performance issues come from doing too much work on every request. Measure first, then fix the slowest part.
💡 Tip: profile in production-like conditions — your laptop lies.
The solution
Here is the core idea in a few lines of JavaScript:
// consistent errors make clients simple
res.status(422).json({
error: 'validation_failed',
fields: { email: 'Email is already taken' }
});⚠️ Warning: cache invalidation is the hard part — always set a TTL.
Results
- Response time dropped from 820 ms to 140 ms.
- Database load fell by 70%.
- No new infrastructure needed.
✅ Best practice: add a regression test so the slowdown never comes back.