Panshi

Write test cases that include edge cases

Stop shipping code that only works on the obvious input. Generate test cases that probe the boundaries, empties and errors where real bugs live.

The hard part of testing is not writing assertions — it is thinking of the cases. Under deadline, engineers test the input they had in mind while coding and call it done, leaving the boundaries untested until a user finds them.

This tool does the case enumeration for you: it analyzes the function and lists the edge cases worth testing — empty and maximal inputs, nulls and type mismatches, boundary values, and the conditions that should raise errors. You get a checklist turned into runnable tests instead of a false sense of coverage.

The tool for this

🧪Unit Test Generator

Generate a thorough unit-test suite — happy path, edge cases and error paths.

Try Unit Test Generator →

Frequently asked questions

What edge cases will it find? +

Empty and maximal inputs, nulls and wrong types, boundary values, and conditions that should error — the cases most likely to hide bugs.

Can it work from a description? +

Yes. Paste the function or describe the expected behavior, and it derives the cases worth testing.

Will the tests run as-is? +

They are written in your framework and ready to run; review assertions to confirm they encode the intended behavior.

Related tools

Browse the full tools directory, or see all Panshi services.