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Capturing the productivity gains of AI coding assistants without sacrificing control of privacy

Author: Luke Hinds
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4 mins read
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Dec 17, 2024
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The rise of AI coding assistants is transforming software development. These powerful tools can generate and fix code, suggest improvements, and accelerate productivity, resulting in more code, shipping faster. However, as with any technology that accesses sensitive data and has the ability to modify code, security concerns are paramount.

Imagine this: you're working on a project involving confidential API keys. Your AI coding assistant, eager to help, suggests incorporating these keys directly into your code. Or picture this: the AI, trained on vast amounts of public code, unknowingly recommends incorporating a known backdoor or vulnerability into your project. These are real risks we face when using AI coding assistants without proper safeguards.

CodeGate: Your Gateway to Secure AI Coding

CodeGate is an open source, local gateway designed to bridge the gap between the power of AI coding assistants and the critical need for security. Think of it as a dedicated security guard for your development process. CodeGate sits between you and your chosen AI assistant, actively analyzing and filtering suggestions before they reach your codebase.

Here's how CodeGate protects you:

  • Prevents accidental exposure: CodeGate meticulously scans your project for sensitive information like API keys, database credentials, and other confidential data. It prevents AI assistants from inadvertently exposing these secrets in their suggestions.

  • Enforces secure coding practices: CodeGate integrates with established secure coding guidelines and best practices. It flags AI-generated code snippets that violate these standards, ensuring your projects remain secure and robust.

  • Blocks malicious or deprecated libraries: CodeGate maintains a constantly updated database of known malicious libraries and deprecated dependencies. It blocks AI suggestions that recommend using these potentially harmful components.

Why choose CodeGate?

Local vs Private

CodeGate operates entirely within your machine only, ensuring your code and data remains private. There's no need to send sensitive information to external servers or cloud services. Nothing ever leaves your machine. This means that CodeGate can sit within the path between your machine and your large language model provider and you know that API key will never leave your machine, nor will any other key or secrets (codegate will obfuscate them for you so they leave encrypted, to be decrypted upon return.

Open Source

CodeGate is built on the principles of transparency and community collaboration. The source code is freely available for anyone to inspect, modify, or contribute to. We believe that open source makes for more secure code, simply through getting more eyes on the code, for developers and security researchers freely able to audit.

Built by Stacklok

Codegate is developed by Stacklok, a group of security experts with many years of experience building developer friendly open source security software tools and platforms.These folks founded open source projects such as Kubernetes, Sigstore and Minder. Open source is their DNA and Stacklok believes that the transparency of open source is critical for AI safety. 

The Future of Secure AI Coding

We are committed to building a secure and trustworthy future for AI-powered development. CodeGate is just the first step in this journey. We envision a future where:

  • CodeGate seamlessly integrates with an even wider range of coding assistants and agents, empowering developers (human or machine) across various platforms and ecosystems.

  • CodeGate's capabilities expand to encompass advanced threat detection, code analysis, and vulnerability scanning, providing comprehensive protection against evolving security threats, while championing security best practices.

Join us in shaping the future of secure AI coding. I encourage you to contribute to the evolution of CodeGate, explore the Github repository, read the documentation, and jump on the Discord channel to share ideas and seek support. We are excited to build this with you!

Luke Hinds is the CTO of Stacklok. He is the creator of the open source project sigstore, which makes it easier for developers to sign and verify software artifacts. Prior to Stacklok, Luke was a distinguished engineer at Red Hat.

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