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Open Code Review: The Missing Quality Gate for AI-Generated Code
How-ToTools

Open Code Review: The Missing Quality Gate for AI-Generated Code

via Dev.toRaye Deng16h ago

Open Code Review: The Missing Quality Gate for AI-Generated Code AI coding assistants have transformed how we write code. Copilot, Cursor, Claude Code — they generate hundreds of lines per minute. But there's a growing problem: the code they generate contains defects that traditional tools completely miss. The Problem with AI-Generated Code I've been building code quality tools for years, and the rise of AI coding assistants exposed a blind spot in the entire CI/CD toolchain. Consider these real-world examples: // AI hallucinated this import — the package doesn't exist on npm import { validateSchema } from ' json-schema-validator-pro ' ; // Using an API deprecated 2 years ago (training data cutoff) const parsed = url . parse ( request . url ); // Deprecated since Node 15 // Context window artifact — dead code from truncated generation interface PaymentProcessor { processPayment ( amount : number ): Promise < boolean > ; refundPayment ( transactionId : string ): Promise < void > ; cance

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