CoStrict

CoStrict

zgsm-ai
CodeMender

CodeMender

Google DeepMind
+
+

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About

CoStrict is an enterprise-grade AI programming platform designed to assist developers throughout the entire software development lifecycle by combining code generation, coding assistance, code completion, and automated code review into a single integrated system. It introduces a “quality-first” development approach, where features like Strict Mode break down requirements into structured steps such as analysis, architecture design, task planning, and automated test generation before writing code, ensuring that outputs meet high standards from the start. It can analyze entire code repositories using retrieval-augmented techniques, allowing it to understand project context, reuse existing standards, and provide highly relevant suggestions and improvements. It includes an AI agent capable of generating code, answering questions, optimizing logic, and adding documentation in real time, while code completion features accelerate development.

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).

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 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

Audience

Enterprise development teams and software engineers who need an AI platform to generate, review, and manage high-quality code securely at scale

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

Support

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

Support

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

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not 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 Not Supported
In Person Not Supported

Training

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

Company Information

zgsm-ai
China
costrict.ai/

Company Information

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

Alternatives

Augment Code

Augment Code

Harness

Alternatives

Claude Security

Claude Security

Anthropic
Codename MDASH

Codename MDASH

Microsoft

Categories

AI Code Review Supported
AI Coding Agents Supported

Categories

Agentic AI Supported
AI Coding Agents Supported
Code Security Supported

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
Go Supported
Google AI Threat Defense Not Supported
Imagen Not Supported
IntelliJ IDEA Supported
Java Supported
JavaScript Supported
Lyria Not Supported
OpenSpec Supported
Python Supported
TypeScript Supported
Veo Not Supported
Visual Studio Code Supported

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
Go Not Supported
Google AI Threat Defense Supported
Imagen Supported
IntelliJ IDEA Not Supported
Java Not Supported
JavaScript Not Supported
Lyria Supported
OpenSpec Not Supported
Python Not Supported
TypeScript Not Supported
Veo Supported
Visual Studio Code Not Supported
Claim CoStrict and update features and information
Claim CoStrict and update features and information
Claim CodeMender and update features and information
Claim CodeMender and update features and information