CodeMender

CodeMender

Google DeepMind
CodeMender Fuzzing Project

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CodeMender:

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).
Fuzzing Project:

About

Fuzzing is a powerful strategy to find bugs in software. The idea is quite simple, which is to generate a large number of randomly malformed inputs for the software to parse and see what happens. If the program crashes then something is likely wrong. While fuzzing is a well-known strategy, it is surprisingly easy to find bugs, often with security implications, in widely used software. Memory access errors are the errors most likely to be exposed when fuzzing software that is written in C/C++. While they differ in the details, the core problem is often the same, the software reads or writes to the wrong memory locations. A modern Linux or BSD system ships a large number of basic tools that do some kind of file displaying and parsing. In their current state, most of these tools are not suitable for untrusted inputs. On the other hand, we have powerful tools these days that allow us to find and analyze these bugs.
CodeMender:

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
Fuzzing Project:

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
CodeMender:

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
Fuzzing Project:

Audience

Developers and anyone in need of a tool to improve the security of their software applications
CodeMender:

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported
Fuzzing Project:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
CodeMender:

API

Offers API Supported
Fuzzing Project:

API

Offers API Not Supported
CodeMender:

Screenshots and Videos

Fuzzing Project:

Screenshots and Videos

CodeMender:

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported
Fuzzing Project:

Pricing

Free
Free Version Supported
Free Trial Not Supported
CodeMender:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Fuzzing Project:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
CodeMender:

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported
Fuzzing Project:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
CodeMender:

Company Information

Google DeepMind
Founded: 2010
United States
deepmind.google/discover/blog/introducing-codemender-an-ai-agent-for-code-security/
Fuzzing Project:

Company Information

Fuzzing Project
fuzzing-project.org
CodeMender:

Alternatives

Fuzzing Project:

Alternatives

CodeMender:
Claude Security

Claude Security

Anthropic
Fuzzing Project:
go-fuzz

go-fuzz

dvyukov
CodeMender:
Codename MDASH

Codename MDASH

Microsoft
Fuzzing Project:
ClusterFuzz

ClusterFuzz

Google
CodeMender:
Fuzzing Project:
CodeMender:
Fuzzing Project:
CodeMender:

Categories

Agentic AI Supported
AI Coding Agents Supported
Code Security Supported
Fuzzing Project:

Categories

Fuzz Testing Supported
CodeMender:

Integrations

C Not Supported
C++ 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
Lyria Supported
Veo Supported
Fuzzing Project:

Integrations

C Supported
C++ 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
Lyria Not Supported
Veo Not Supported
CodeMender:
Claim CodeMender and update features and information
Claim CodeMender and update features and information
Fuzzing Project:
Claim Fuzzing Project and update features and information
Claim Fuzzing Project and update features and information