See What Your Codegen is Actually Doing.

Benchify detects errors in every generation and surfaces them in a developer-friendly dashboard — giving you visibility where sandboxes can't.

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Generation Stream

Live

gen-00112:34:56React Component

gen-00212:34:54API Handler

2 errors

gen-00312:34:52Database Query

5 errors

gen-00412:34:50Utility Function

gen-00512:34:48TypeScript Types

Success Rate: 76%Avg Response: 1.2s

Error trending down

Code Generation Blind Spots

Traditional sandboxes can't detect runtime errors, dependency conflicts, or type mismatches in generated code. You only discover failures when users report them.

No runtime error detection

Dependency conflicts go unnoticed

Failures discovered through user reports

Detection Coverage

Implicit tracking vs comprehensive monitoring

Implicit TrackingMinimal

Benchify DetectionComplete

Complete visibility into every generation

Generation-Level Observability

Instrument every generation. Surface every error. Fix upstream issues before they cascade.

Instrument Every Generation

Benchify instruments every generation, detecting build, runtime, and functional errors automatically. No more silent failures slipping through the cracks.

Code Analysis Results

1import{ useState }from'react';

2importfetchDatafrom'./utils';

4constresult=fetchData('api/users');

Detected Issues:

Line 2

✗Module not found:'./utils'

Line 4

⚠Type error:Async function call missing await

Import Errors

127

Type Mismatches

Syntax Errors

API Signature

Errors Grouped and Searchable

Errors grouped and searchable by your own custom IDs. Turn chaos into patterns with intelligent categorization and filtering.

Fix Upstream Issues

See which issues keep recurring so you can fix upstream prompts or models. Stop playing whack-a-mole with symptoms and address root causes.

Error Rate Trends

Week 1

Week 4

High

Low

67% reduction in recurring errors

After prompt optimization

Before:

✗const data = response.json()

Missing await keyword

After:

✓const data = await response.json()

Auto-repaired by Benchify

95%

Auto-repair success rate

<1s

Average fix time

Beyond Observability

Why just detect errors when you can fix them? Benchify automatically repairs most build, runtime, and functional issues through the same SDK call.

Same SDK, Dual Benefit:

Get observability insights and automatic code repairs in a single integration.

Learn about automatic repair

Dashboard Walkthrough

See exactly what your code generation is doing with intuitive, developer-friendly dashboards.

Stream of Code Runs

Real-time stream of every generation with status indicators. See success rates, response times, and error patterns as they happen.

Generation Stream

● LIVE