AI-native vibe testing, explained honestly.
What the planner produces, how the vision evidence pass scores runs, what the release-health dashboard tracks, and where k6 / API stress fits in the picture.
What is vibe testing? A category for testing AI-built apps
Vibe testing is QA for the AI-coding generation: a real browser loop that turns a one-sentence goal into a public, shareable proof page. Here is what the category is, what it isn't, and how to use it without overpromising.
Release readiness beyond green CI: why 'should we ship?' is a different question
Green CI proves the pipeline ran. It does not, by itself, answer whether this release is safe to ship. Here is how teams move from pass/fail signals to release readiness — with honest scope for data, SEO, and engineering signals.
Release readiness checklist for startups
A practical release-readiness checklist for startups that need to decide whether to ship without building a heavyweight enterprise release process.
Free gives you 3 runs per month to prove the loop; Starter and Growth have a 7-day trial (card on file, no charge if you cancel).