· free · no account needed · results in under a minute ·

Learn how to scale your manual testing with the free failure pattern analysis

Paste up to 10 annotated AI failures. We'll group them into recurring patterns so you can see where your AI breaks most often.

What does it do, who uses it, and what kind of output does it produce?

— short and concrete works best

Add your annotated failures

Paste one short note per AI failure. Up to 10. Be specific — what did the AI do, and why was it wrong?

0 / 10 notes added

We'll show the analysis on the next screen. A copy goes to this email so you can revisit it.

— work email preferred
Takes 30 – 60 seconds. Results shown instantly.