CodeMender

CodeMender

Google DeepMind
OpenSpec

OpenSpec

Fission AI
+
+

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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).

About

OpenSpec is an open-source spec-driven development framework designed to bring structure and clarity to AI-assisted coding workflows. It introduces a lightweight specification layer that helps teams define requirements before writing code. The platform organizes each change into structured artifacts such as proposals, specifications, designs, and task lists. It integrates with over 20 AI coding tools, allowing developers to use their preferred assistants while maintaining consistency. OpenSpec emphasizes an iterative and flexible approach rather than rigid development phases. Its command-based workflow enables users to propose, implement, and archive features efficiently. Overall, OpenSpec helps developers align with AI systems, reduce ambiguity, and produce more predictable and reliable outcomes.

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

Platforms Supported

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

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

Audience

Developers, product teams, and organizations using AI coding assistants who want a structured, spec-driven approach to improve clarity, collaboration, and development outcomes

Support

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

Support

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

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported

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

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

Training

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

Training

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

Company Information

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

Company Information

Fission AI
openspec.dev/

Alternatives

Alternatives

Claude Code

Claude Code

Anthropic
Claude Security

Claude Security

Anthropic
GSD Pi

GSD Pi

Open GSD
Codename MDASH

Codename MDASH

Microsoft
Kiro

Kiro

Amazon Web Services
Zenflow

Zenflow

Zencoder
Intent

Intent

Augment Code

Categories

Agentic AI Supported
AI Coding Agents Supported
Code Security Supported

Categories

Agentic AI Supported
AI Coding Agents Supported

Integrations

Amazon Q Developer Not Supported
Claude Code Not Supported
Cline Not Supported
Crush Not Supported
Cursor Not 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 Antigravity Not Supported
Imagen Supported
Kilo Code Not Supported
Lyria Supported
OpenAI Codex Not Supported
OpenCode Not Supported
Qoder Not Supported
Qwen Code Not Supported
Roo Code Not Supported
Veo Supported

Integrations

Amazon Q Developer Supported
Claude Code Supported
Cline Supported
Crush Supported
Cursor 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 Antigravity Supported
Imagen Not Supported
Kilo Code Supported
Lyria Not Supported
OpenAI Codex Supported
OpenCode Supported
Qoder Supported
Qwen Code Supported
Roo Code Supported
Veo Not Supported
Claim CodeMender and update features and information
Claim CodeMender and update features and information
Claim OpenSpec and update features and information
Claim OpenSpec and update features and information