SMSushrut Mishrainbug0.com·Jun 24 · 11 min readAI code review isn't enough. You still need end-to-end teststldr: AI code review checks that the code looks right. It does not check that your product works. Those are different jobs, and one of them happens after the merge. In March 2026, after a string of o00
SMSushrut Mishrainhashnode.com·Jun 17 · 19 min readEvaluating the 10 best managed testing services in 2026tldr: "Managed testing services" covers three very different things in 2026: staff augmentation (engineers by the hour), crowdsourced testing (test cycles on real devices), and outcome-based managed Q00
SMSushrut Mishrainbug0.com·Jun 17 · 16 min readAPI testing for AI-era apps: types, tools, and a 2026 updatetldr: API testing verifies that an API returns the right data, in the right shape, with the right behavior. The eight canonical types still cover the code and browser callers they were written for, bu10
SMSushrut Mishrainbug0.com·Jun 17 · 20 min readWhat is QA automation in 2026? Testing what AI now writes and shipstldr: QA automation means using tools and scripts to run tests, verify expected behavior, and report failures without manual work. The definition has held since the Selenium era. What changed is the j145HLZJD
SMSushrut Mishrainhashnode.com·Jun 15 · 19 min readBest end-to-end (E2E) testing tools, platforms, and frameworks in 2026tldr: End-to-end testing quietly split into three separate markets in 2026. Managed QA services where a vendor owns the result. AI-native platforms where AI writes and heals tests, but the team still 115LRJPD
