Panshi

Increase test coverage fast

Have a coverage gap to close before a release or review? Generate meaningful tests for untested code quickly — not filler that games the metric.

Coverage numbers are easy to game with tests that execute code without asserting anything useful — and that is exactly the temptation when a CI gate blocks a release. Those tests raise the percentage while catching no bugs.

This tool writes meaningful tests for your untested functions: real assertions on real behavior, including the edge cases that justify the coverage. You close the gap honestly, ending up with a suite that protects against regressions rather than one that just turns the bar green.

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

Will these be real tests or filler? +

Real ones — they assert on behavior and include edge cases, so coverage reflects genuine protection rather than executed-but-unchecked lines.

Can I target specific uncovered functions? +

Yes. Paste the functions lacking coverage and it focuses the suite there.

Does it fit my CI setup? +

It writes tests in your framework, so they slot into your existing CI without changes.

Related tools

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