Fix Generated Code on the Fly
Benchify fixes AI-generated code—faster, cheaper, and more reliably than any AI agent.
1// Missing imports23function App() {4// String literal error5const greeting = "Hello " + name + "!";6// Undefined variable reference7const toggleMenu = () => { setOpen(!open); };8// Syntax error9if(count > 0 { console.log(count); }10return (11<div>{greeting}</div>12);13}
1import React, { useState } from "react";23function App() {4const name = "User";5const greeting = `Hello ${name}!`;6const [open, setOpen] = useState(false);7const toggleMenu = () => { setOpen(!open); };8const count = 1;9if(count > 0) { console.log(count); }10return (11<div>{greeting}</div>12);13}
LLMs make coding mistakes.
They're terrible at fixing them.
Coding Agent
Every failed attempt compounds the problem: minutes of waiting, increased API costs, and frustrated users.
Non-LLM Technology, Better Results
Benchify's specialized algorithms understand code structure at a deeper level, delivering faster fixes with higher accuracy than general-purpose language models.
Response Time
Cost Per Fix
Drop into your existing workflow
Benchify transforms your LLM workflow from expensive retry loops to reliable, single-pass code generation.
Before: Retry Loop Hell
// Get code from LLM let files = await generateCode(prompt); // Check for errors in generated code while (containsErrors(files)) { for (error in findErrors(files)) { // Wait for LLM to fix each error const fixes = await fixWithLLM(error, files); // Apply each fix applyFixes(fixes, files); } } // Send files to sandbox await createSandbox({ files, });
After: Benchify Integration
// Get code from LLM let files = await generateCode(prompt); // Fix potential issues with Benchify files = await benchify.runFixer({ files }); // Send files to sandbox await createSandbox({ files, });
Perfectly Designed for AI-Powered Experiences
See how Benchify transforms AI-generated code into flawless solutions for real-world applications.
App Builders
Benchify catches and fixes issues before they reach your users, allowing you to skip LLM retries and sandbox rebuilds.
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Coding Agents
Benchify seamlessly connects with coding agents using commands, hooks, or MCP and instantly fixes a range of issues, allowing agents to concentrate on code generation instead of troubleshooting errors.
Custom Integration
Have a unique use case? Benchify's flexible API can be tailored to any AI-powered workflow where code quality and reliability matter.
// Get code from LLM let files = await generateCode(prompt); // Fix potential issues with Benchify files = await benchify.runFixer({ files }); // Send files to sandbox await createSandbox({ files, });
Ready to Ensure Every Generated Line of Code Works?
Join leading companies already improving their AI code generation with Benchify Fixer API.