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We hit a similar premise failure in our AI-operated E2E: missing CSS exposed a hidden button, so a bad test passed. Asserting the starting state caught it. Four runs, same URL: github.com/aichance/bus...
github.combusiness-ai-recipes/tools/app-crash-lab/examples/mealai/CSS-PRECONDITIONS.md at main · aichance/business-ai-recipesApp Crash Lab: check saved state after reload and rejected updates; export diffs and Playwright tests. Includes Demo Forge for repeatable README videos. Local-first OSS. - aichance/business-ai-recipes
That starting-state assertion is the underrated bit. Once the test proves the page is in the state it assumes, a failure becomes a product signal instead of an artifact of the harness.
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