Next-Generation Architecture•AI Code Production Readiness Validator

Ship AI-Generated Code Without the Production Nightmares

The autonomous production readiness checker for AI-assisted development. Scans AI-generated code for phantom dependencies, hallucinated APIs, unhandled promises, and memory leaks before you merge.

<400ms
Scan Time
100%
Phantom Detection
0
Cloud Dependency
Automated
Code-Mod Fixes
Terminal Output from VibeCoder Scan
Production Ready
$ vibecoder audit ./src --fix

[Scanning 32 AI-generated TypeScript modules...]
⚠ WARNING: Phantom Dependency Detected in 'src/api/auth.ts':
   import { verifyJwtAuth } from 'fastify-jwt-verify-v2'; // Package does NOT exist on npm!
   Suggestion: Replace with standard 'jsonwebtoken' or '@fastify/jwt'.

⚠ WARNING: Floating Unhandled Promise in 'src/worker.ts:42':
   processQueueItem(item); // Missing 'await' or '.catch()' handler!

✔ Applying automated fixes... 2 issues patched. Production Score: 96/100.

Engineered for Production Reliability

Comprehensive developer primitives designed to withstand heavy scale, adversarial inputs, and distributed execution.

Phantom Import Interceptor

Detects hallucinated packages generated by LLMs before malicious actors can register them for dependency hijacking.

Async & Promise Audit

Flags floating promises, missing catch blocks, and unhandled rejections that cause silent Node process crashes.

Production Readiness Score

Calculates an objective 0–100 production reliability index with single-click automated code fixes.

Pre-Commit & CI Enforcement

Runs in <400ms inside git hooks to block unvalidated vibe-coding from ever polluting main production branches.

Execution Architecture

Deterministic, Observable, and Scalable

Built on a foundation of strict type safety, zero unnecessary network hops, and multi-layered verification routines. Connects seamlessly with existing microservices and cloud runtimes.

Zero telemetry lock-in — Deploy air-gapped on bare metal or cloud.
Full TypeScript SDK & REST endpoints for programmatic control.
First-class Model Context Protocol (MCP) tool server integration.

Ready to integrate VibeCoder?

Install the open-source release or launch the standalone dashboard in seconds.