CodeMenderGoogle DeepMind
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Related Products
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About
CodeMender is an AI-powered agent developed by DeepMind for automatically finding, diagnosing, and patching security vulnerabilities in software code. It combines advanced reasoning abilities (via Gemini Deep Think models) with program analysis tools, static analysis, dynamic analysis, differential testing, fuzzing, and SMT solvers, to identify root causes of flaws, generate high-quality fixes, and validate them to avoid regressions or functional breakage. CodeMender operates by proposing patches that adhere to style rules and structural correctness, and then uses critique and verification agents to check changes and self-correct if issues arise. It can also proactively rewrite existing code using safer APIs or data structures (for example, applying -fbounds-safety annotations to prevent buffer overflows). To date, CodeMender has upstreamed dozens of patches in large open source projects (including ones with millions of lines of code).
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About
Guardix audits Solidity smart contracts on Ethereum Virtual Machine (EVM) chains. Teams connect a GitHub repository and choose a commit for automated analysis of vulnerabilities, logic errors, access-control weaknesses, and accounting issues. Reports provide severity-ranked findings, explanations, code locations, and supporting evidence; critical findings may include an exploit demonstrated on a mainnet fork. Developers can review audits in the web app, use the open-source CLI on Windows, macOS, or Linux, or access audits through official Claude Code and Cursor skills. Guardix serves Solidity developers, Web3 teams, and security reviewers seeking to identify issues before releases or manual audits. Each paid audit covers one repository at one commit; later commits can be audited separately. Reports support review and remediation but do not replace human assessment of novel protocol design or economic risks.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Software engineers, security teams, and maintainers looking for a solution to automate detection and secure patching of vulnerabilities in their codebases with AI assistance
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Audience
Smart contract developers, Web3 teams, and security auditors.
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
$200/audit
Each audit is a one-time $200 charge for one repository at one commit; each re-audit on a later commit costs $200. Team workspaces include a configurable free-audit allowance for evaluation; the cap is set when the workspace is provisioned.
Free Version
Not Supported
Free Trial
Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationGoogle DeepMind
Founded: 2010
United States
deepmind.google/discover/blog/introducing-codemender-an-ai-agent-for-code-security/
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Company InformationGuardix
guardix.io
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Alternatives |
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Categories |
Categories |
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Integrations
Claude Code
Not Supported
Cursor
Not Supported
Gemini
Supported
Gemini 2.5 Deep Think
Supported
Gemini 3.5 Flash Cyber
Supported
Gemini 3.8 Flash Cyber
Supported
Gemini Enterprise
Supported
Gemma
Supported
Google AI Threat Defense
Supported
Imagen
Supported
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Integrations
Claude Code
Supported
Cursor
Supported
Gemini
Not Supported
Gemini 2.5 Deep Think
Not Supported
Gemini 3.5 Flash Cyber
Not Supported
Gemini 3.8 Flash Cyber
Not Supported
Gemini Enterprise
Not Supported
Gemma
Not Supported
Google AI Threat Defense
Not Supported
Imagen
Not Supported
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