Codacy has launched Codacy Guardrails, an IDE extension and CLI tool aimed at improving the security and quality of AI-generated code in real-time. This tool integrates with AI coding assistants like VS Code, scanning and rectifying vulnerabilities and coding standard violations as the code is generated. Research indicates that a significant percentage of outputs from tools like Copilot are buggy or exploitable, highlighting the need for such technologies to address potential issues early. Codacy Guardrails employs over 2,000 rules using open-source static analyzers, focusing on common security threats and compliance, and is currently compatible with JavaScript/TypeScript, Python, and Java. The extension is free for individual developers, with paid options for teams needing centralized rule management. The setup process is straightforward, and Codacy invites feedback on the tool’s usefulness in AI coding workflows. For more information and to access the extension, visit Codacy’s website.
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Introducing Free Local Security Checks for AI Coding in VSCode, Cursor, and Windsurf – A Show HN Initiative!

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