18 minutes readKey takeaways OAuth2 makes load testing harder because tokens expire mid-test and refresh adds its own latency. Acquire tokens outside the measured path, then measure the API rather than the auth server. Model token lifetime deliberately. A test that never refreshes is not testing production. Clearing Up Misconceptions: What API Performance Testing Really Means Functional… Read more »
19 minutes readKey takeaways Open source is free to licence and expensive to operate at scale. Commercial tools mostly sell distribution, reporting and support rather than better load generation. Decide on who maintains the tests, since that determines what survives a team change. Load Testing Tools: Swiss Army Knife or Precision Instrument? Selecting load testing tools is… Read more »
19 minutes readKey takeaways A script that replays one fixed user hides caching effects and looks faster than reality. Drive the journey from a data set so each virtual user takes a different path with different inputs. Model the branch points that matter: login state, cart contents, search terms. Why Most Load Testing Scripts Miss Real-World Complexity… Read more »
12 minutes readKey takeaways AI is moving performance testing from scripted runs to continuous analysis of production-like behaviour. The gain is in triage: finding which change caused a regression, not just that one exists. Tooling has converged enough that the differentiator is workflow fit rather than raw capability. AI Performance Testing in 2026: Why This Year Marks… Read more »
18 minutes readKey takeaways Judge a platform on CI integration and result analysis, not on maximum virtual users. Geographic distribution matters as soon as you have users outside one region. Anything you cannot trigger without a person present will not stay in the pipeline. Filter Out the Noise: How to Identify the Right Cloud Testing Platform Start… Read more »
5 minutes readKey takeaways A scheduled test only helps if it alerts, since nobody reads a passing report. Set the failure condition first: what result would genuinely warrant a message. Match frequency to deploy cadence rather than running nightly by default. Performance rarely breaks on the day you run a load test. It breaks three deploys later,… Read more »
18 minutes readKey takeaways Real users pause, backtrack and abandon; a test without think time creates load nobody generates. Mix journeys by real proportion rather than testing each endpoint evenly. Vary data per user, or caching makes the system look faster than it is. Are Your Load Testing Scenarios Setting You Up for Failure? Why Simplistic Load… Read more »
