wemutate

make your AI software safer & less buggy — and release it faster.

wemutate independently proves whether your tests would actually catch real bugs. No AI marking its own homework. Just mathematical, repeatable verification — built into your pipeline.

join the waiting list →

closed beta · limited spots · works with Claude Code, GitHub & your CI

red mutant — caught by your tests

mutant killed ✓

green mutant — survived your tests

mutant survived ✗

the problem

A tsunami of code slop.


AI writes code faster than ever — but who checks it? There's too much code to review by hand, so companies face a bad choice: ship untested code or delay the release. And asking AI to review AI doesn't work — it gives itself full marks.

2.74×

more security flaws in AI-generated code

— CodeRabbit, 2026

+7.2%

deployment failures for every 25% increase in AI adoption

— LeadDev

3%

of developers trust the accuracy of AI output

— Stack Overflow, 2026

why it's different

Make your tests independent from AI.


AI review tools get it wrong. wemutate proves your tests catch real bugs.

  • AI-native: drops into Claude Code, GitHub and your CI
  • Add a quality-gate to ensure AI code tests are independently verified
  • Share with others your testing progress, but your code stays private
wemutate glitch mutant

the survivor — the bug your tests didn't catch. we find it before your users do.

how it works

We break your code on purpose.


wemutate plants small, deliberate bugs — mutants — into a copy of your code, then runs your tests. Good tests kill the mutants. Survivors show exactly where a real bug would slip straight through to production.

1

Mutate. We generate hundreds of realistic bugs across your codebase — Java, JS/TS, Python, C/C++ — using the proven gold standard for code testing, with 18 years of experience behind it.

2

Verify. Your test suite runs against every mutant. This is independent of AI — separate, mathematical, rigorous. Not marking its own homework.

3

Ship. You get a clear report of what your tests actually protect. This approach prevents ~70% of bugs reaching production (Google study, 2021) — so you can release with confidence, faster.

$ wemutate run
# mutating src/payments/… 214 mutants generated
✓ 187 mutants killed        your tests caught them
✗  27 mutants survived      real bugs would ship here
# PaymentService.refund() — boundary check untested → fix suggested
mutation score: 87%  ·  wemutate Code Verified™

closed beta

Closed beta — we'll email you when a spot opens up.

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