Manual performance test -- manually uploads large files and notes system lag, CPU usage, or slow database queries. concurrent hits of some payload manually by multiple users causing the failure or spiking or behave weird.
Beyond automated load testing, performance testing can take many creative and targeted forms. For instance, Real-World Scenario Testing involves simulating actual user journeys under varying network conditions. Configuration Sensitivity Testing evaluates how different infrastructure setups impact performance. There's also Failover Performance Testing, which checks how the system behaves during partial outages or when switching to backups. Finally, UX-Centric Performance Reviews combine user feedback with response time data to assess perceived performance — a blend of technical metrics and human experience.
I’ve seen systems crash hard during peak traffic—once, a client’s e-commerce site went down for 2 hours during Black Friday because they didn’t stress-test beyond 150% load. Stress testing is about pushing until it breaks, then figuring out why. Did the server run out of threads? Did the database lock up? Fixing those breaks prevents real-world meltdowns.
2. Endurance Testing
Memory leaks are sneaky bastards—they don’t show up in 10-minute load tests. I worked on an app where a leak slowly ate up RAM over 48 hours, causing random crashes. Endurance testing (soaking) finds those “slow burns”—the ones that kill you overnight.
3. Spike Testing
Remember that viral tweet that sent 100k users to a site in 5 minutes? Spike testing simulates that chaos. One client didn’t test spikes, and their checkout page timed out—lost $50k in sales. Spike tests check if your queuing, auto-scaling, and caching can handle sudden surges.
4. Volume Testing
Databases love to hide pain. I tested a CRM once where loading 1M contacts made searches take 30 seconds (instead of 2). Volume testing forces you to confront data size—whether it’s records, logs, or files. No one wants a system that chokes on its own data.
5. Scalability Testing
Scaling isn’t magic. I’ve seen teams add 10 servers and still have slower performance because their architecture wasn’t designed for horizontal scaling. Scalability testing answers: Does adding resources actually help? If not, you’re wasting money.
6. Configuration Testing
Once, a client’s app was slow because they used the default Apache config—tweaking a few settings cut response times by 40%. Configuration testing is about optimizing what you already have—server settings, JVM params, DB indexes. It’s low-hanging fruit that many teams miss.
7. Concurrency Testing
Race conditions and deadlocks are nightmares. I found a bug where two users editing the same product description corrupted data—cost the client $20k in refunds. Concurrency testing simulates real users fighting over resources. If your system can’t handle 100 people buying the last concert ticket at once, you’re asking for trouble.
8. Failover & Recovery Testing
High availability means nothing if failover doesn’t work. I tested a system where the backup database took 10 minutes to switch over—during that time, users got error messages. Failover testing ensures your redundancy actually works when things go south. And recovery testing? That’s making sure you can bounce back without losing data.
9. Capacity Planning Testing
No one wants to be caught off guard. I helped a startup predict they’d need 3x more servers in 6 months by modeling user growth. Capacity planning testing uses current data to forecast future needs—so you’re not scrambling when demand hits.
Why This Matters More Than Load Testing Alone
Load testing tells you if the system works under normal conditions. These tests tell you if it’s resilient—ready for chaos, growth, or failure. In my career, I’ve seen teams skip these and pay dearly: lost revenue, angry customers, or even brand damage
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