Articles on regression testing, test automation, Salesforce releases and test strategy, from a team that tests software every day.
A test automation engineer builds and maintains the tests that guard your releases. Why hiring on tool knowledge goes wrong, which skills matter more, and how to test for them in an interview.
Most slow test suites are upside down: lots of UI tests, few API and unit tests. How the test automation pyramid helps you put each check on the right layer, and how to rebalance a suite you already have.
An AI hallucination in your own application is a wrong promise in your company's name. Five kinds of tests to find made-up answers, and how to keep measuring them.
When QA gets called the bottleneck, the cause usually sits in the whole delivery process. Why more testers don't make releases faster, what shift left testing means in practice, and what to automate first.
The EU AI Act asks software teams for evidence that their AI works and keeps working. What each obligation means in tests, logs and documentation, and when it applies.
Salesforce tests break most often after small changes in your own org, not only after the big releases. Why that happens, which changes need a regression run, and how to make your automation less fragile.
Testing AI doesn't stop at go-live. Models, prompts and data keep changing, and so do the answers. A five-step model for monitoring AI: questions, schedule, scores, rules and reports.
AI testing means two things: using AI to help you test, and testing software that has AI inside. What works today, what AI can't do for you, and how to test an AI feature.
API testing is the fastest place to test business rules and integrations. What to test at API level and what in the UI, with a worked example and how to keep integrations in your regression run.
Flaky tests pass one run and fail the next. What causes them, why test data is the main cause in business systems, and how to fix them for good.
Every supplier tests its own part, but the customer only experiences the whole. Which journeys to test end to end, how to keep those tests stable and who owns them with several suppliers.
Replatforming is the riskiest release a webshop does: platform, data and every connection change at once. What to test, how to test migrated data and how to prepare the switch.
The difference between a test strategy and a test plan, a one-page test strategy template, and how to write a test plan your team actually uses.
A software defect with a window of one millisecond disrupted UK air traffic on 8 September. What NATS published, and what any team can learn about testing rare edge cases.
An independent look at Playwright vs Selenium, with Cypress as a third option: how they differ, when each one fits, and whether you should migrate an existing Selenium suite.
Three times a year Salesforce upgrades every org. What to test before Winter '27 reaches production, how to use the sandbox preview and why automated regression tests pay off.
Regression testing checks that what worked yesterday still works today. When to run it, what to automate first, and why so many regression suites quietly stop working.
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