13 minutes readKey takeaways AI mainly changes test design: generating realistic scenarios instead of you hand-writing them. Adaptive tests adjust load during the run, which surfaces breaking points a fixed ramp misses. It does not remove the need to decide what good looks like. Thresholds remain a human judgement. AI Reshapes Automated Load Testing: What’s Different in… Read more »
6 minutes readKey takeaways A smoke test answers one question: is this build worth testing further. Keep it fast and shallow, covering the critical path only. It is not a regression suite, and treating it as one defeats the purpose. Smoke testing is a quick check of a software build’s most essential functions, run to confirm the… Read more »
3 minutes readKey takeaways A flaky test is worse than no test, because it trains the team to ignore red builds. Most flakiness comes from timing and shared state, not from the code under test. Quarantine and fix rather than retry. A retry hides the defect the test just found. Flaky tests are one of the most… Read more »
2 minutes readKey takeaways Depth in one area beats shallow familiarity with every tool. Learning to read systems and ask better questions outlasts any framework. Automation is a skill within testing, not a replacement for knowing what to test. Software Testing is hard. It involves hard work and dedication in learning the product, but also a huge… Read more »
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