MeshTen Gate

Your AI wrote the code. Let's check the work.

We read the code your AI tools wrote, test it, and check every serious finding before we send it to you. You decide what to fix.

Tell us about your code

What we check

Did the agent finish what it claimed?

We compare the request with the changed files and test results. A confident completion message is a claim to check.

Unsafe agent actions

Raw web fetches that bypass safety checks. Unchecked inputs from emails, websites or users. Actions that skip approval. We trace what an agent can actually do.

Exposed secrets

Passwords, access keys and other secrets left in code or printed in logs. We check where sensitive information can leak.

Duplicate and slop code

Helpers rebuilt when they already exist. Extra layers that add confusion. We look for code that makes future changes harder to trust.

What you get

A short report. Each finding says what is wrong, where it is in your code, why it matters to your business and how to fix it. A finding that doesn't hold up when we check it never reaches the report.

Review log · October 2026our own code
  • HELD

    A sales role would have gained "update any invoice."

    A shortcut mapped a settings permission onto invoices. Verified against the code. Fix: settings got their own permission, and a test proves sales can't write invoices.

  • FIXED

    Deleted documents stayed downloadable for up to 15 minutes.

    Now the file goes when the record goes.

  • FIXED

    10 identical orders sent at once were all accepted.

    Now 1 is accepted and 9 are refused as duplicates.

Three findings from the gate on our own staffing software, before release.

The work behind the service

  • In a controlled benchmark where briefs told Claude to skip required work, it finished 39/65 items without the gate vs 56/58 with it. The checks still missed some incomplete work. Read the gate study.
  • An audit raised 3 P0 claims (the highest severity). Verification confirmed 2 and lowered 1 to P2. Read the verification study.
  • On MeshTen's own sales inbox agent, 6 of 17 serious findings were caused by earlier fixes. Read the inbox study.

Start with the code you have

Tell us what you are building and what worries you. We'll agree the audit scope and next steps with you.

Tell us about your code