Benchify Repair quickly and deterministically fixes broken LLM-generated code, ensuring your users never see compilation errors.

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The Problem

Large Language Models (LLMs) confidently generate code that frequently fails to compile or run. Our pilot partners (UI builders generating code on the fly) found that 8-20% of LLM-generated code breaks, creating a frustrating experience for end users.

Common issues include:

  • Missing imports
  • Syntax errors
  • Type inconsistencies
  • Undefined references
  • Framework-specific implementation errors

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Our Solution

Benchify Repair is the “auto-correct” API your LLM calls always wanted. Our API patches AI-generated code immediately after it’s produced, leveraging compiler techniques and program synthesis to fix common errors.

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How It Works

1

Submit code

Send your LLM-generated code to our Repair API

2

We analyze

Our system identifies and categorizes errors using compiler techniques

3

We fix

Specialized repair modules apply targeted fixes to each issue

4

You get working code

Receive corrected code ready for your users

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Ready to get started?

curl -X POST https://api.benchify.com/v1/repair \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "code": "your broken code here",
    "language": "javascript" 
  }'