Blog

Notes on testing and shipping with confidence

How end-to-end testing is changing in the AI era, and how Qavtrix approaches it.

November 4, 2026 · 5 min read

AI-written code needs end-to-end tests more than ever

Assistants help teams ship more changes, faster. Unit tests still pass when a user journey breaks. Here's why end-to-end checks matter more now, and how to get them without a test team.

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November 4, 2026 · 4 min read

Testing apps behind a sign-in: CAPTCHA, 2FA and saved sessions

Automated tests can't (and shouldn't) solve CAPTCHAs or read your 2FA codes. Qavtrix lets you sign in once yourself and starts every run signed in.

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November 4, 2026 · 3 min read

When your UI changes: how Qavtrix spots a changed flow

A renamed button breaks a test even though the feature still works. Qavtrix finds the element that replaced it and offers a one-click update.

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