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
Kombai is an AI agent specialized in frontend development that delivers high-fidelity code generation and feature implementation with exceptional speed. It supports over 25 popular libraries and frameworks like Vitejs, Next.js, MUI, ChakraUI, and Emotion, enabling developers to build UI components and full applications efficiently. Kombai outperforms generic coding agents by accurately interpreting Figma designs, images, or text prompts into production-ready frontend code. Its deep-learning models and purpose-built indexing allow it to understand complex codebases and reuse components effectively. Users can preview code outputs and plans before saving changes, ensuring quality and reducing errors. With enterprise-grade privacy and SOC2 certification, Kombai safeguards user data while accelerating frontend workflows.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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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
Frontend developers, UI/UX teams, and enterprise engineering groups seeking a specialized AI assistant to accelerate high-quality frontend code generation and feature development
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$20/month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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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 InformationKombai
Founded: 2022
United States
kombai.com
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Categories |
Categories |
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Integrations
Angular
CSS
Chakra UI
Django
Figma
Gemini
Gemini 2.5 Deep Think
Gemma
HTML
Imagen
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Integrations
Angular
CSS
Chakra UI
Django
Figma
Gemini
Gemini 2.5 Deep Think
Gemma
HTML
Imagen
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