---
title: "Discussion on \"Security Risks of AI-Generated Code: Research and a Review Checklist\" | Hashnode"
description: "Discussion on \"Security Risks of AI-Generated Code: Research and a Review Checklist\". Originally published on shipfastdev.com.\nAI-generated code usually works, but it is often not secure. In Veracode's 2026 tests, models produced code that compiled almost 100% of the time, yet failed s"
url: "https://hashnode.com/posts/security-risks-of-ai-generated-code-research-and-a-review-checklist/6aedb7137f7e6eff6a8d0da9"
---

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# [Security Risks of AI-Generated Code: Research and a Review Checklist](https://adilsoukaini.hashnode.dev/security-risks-of-ai-generated-code-research-and-a-review-checklist?utm_source=hashnode&utm_medium=feed)

Originally published on shipfastdev.com. AI-generated code usually works, but it is often not secure. In Veracode's 2026 tests, models produced code that compiled almost 100% of the time, yet failed s

5d ago · 7 min read · adilsoukaini.hashnode.dev  
Updated 11h ago  
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-   [#security](https://hashnode.com/tag/security)
-   [#ai](https://hashnode.com/tag/ai)
-   [#software-development](https://hashnode.com/tag/software-development)
-   [#web-development](https://hashnode.com/tag/web-development)

## Written by

[Adil Soukaini | Full-Stack Developer](https://hashnode.com/@adilsoukaini)

@adilsoukaini · Morocco

  
[View profile](https://hashnode.com/@adilsoukaini)

Independent developer behind ShipFastDev: web platforms, online stores and mobile apps with Laravel, React and React Native.

Independent developer behind ShipFastDev (https://shipfastdev.com). I build web platforms, online stores and mobile apps with Laravel, React and React Native, and write about building and shipping products. Articles here first appear on shipfastdev.com. Follow the builds: Instagram @adil.build, TikTok @adil.builds.it, YouTube @adil.builds.

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