Test Design Is Not the Same as Test Automation. Most Teams Skip Step One.

Most teams treat testing as execution. The teams that catch fewer regressions treat it as design. TL;DR A ticket lands in the sprint: “Add discount code support to checkout.” No acceptance criteria beyond that sentence. No note on what happens if two discount codes are entered. No note on whether a discount code can push […]
Why AI-Generated Test Cases Keep Changing Between Runs

Prompt-to-test AI tools are fast. They are also not repeatable, and that’s a bigger problem than it sounds. TL;DR Two engineers on the same team, on the same day, ask the same AI test generation tool to write tests for the same login flow. Same application, same prompt, same tool version. They get different test […]
