CodeMender

CodeMender

Google DeepMind
DeepSWE

DeepSWE

Agentica Project
CodeMender DeepSWE

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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).
DeepSWE:

About

DeepSWE is a fully open source, state-of-the-art coding agent built on top of the Qwen3-32B foundation model and trained exclusively via reinforcement learning (RL), without supervised finetuning or distillation from proprietary models. It is developed using rLLM, Agentica’s open source RL framework for language agents. DeepSWE operates as an agent; it interacts with a simulated development environment (via the R2E-Gym environment) using a suite of tools (file editor, search, shell-execution, submit/finish), enabling it to navigate codebases, edit multiple files, compile/run tests, and iteratively produce patches or complete engineering tasks. DeepSWE exhibits emergent behaviors beyond simple code generation; when presented with bugs or feature requests, the agent reasons about edge cases, seeks existing tests in the repository, proposes patches, writes extra tests for regressions, and dynamically adjusts its “thinking” effort.
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
DeepSWE:

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
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
DeepSWE:

Audience

Software engineers, researchers, and developers seeking a solution to assist with real-world coding tasks such as bug-fixing, pull-request automation, and multi-file code edits
CodeMender:

Support

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

Support

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

API

Offers API Supported
DeepSWE:

API

Offers API Not Supported
CodeMender:

Screenshots and Videos

DeepSWE:

Screenshots and Videos

CodeMender:

Pricing

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

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
DeepSWE:

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
DeepSWE:

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/
DeepSWE:

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com
CodeMender:

Alternatives

DeepSWE:

Alternatives

Devstral 2

Devstral 2

Mistral AI
CodeMender:
Claude Security

Claude Security

Anthropic
DeepSWE:
Devstral Small 2

Devstral Small 2

Mistral AI
CodeMender:
Codename MDASH

Codename MDASH

Microsoft
DeepSWE:
DeepCoder

DeepCoder

Agentica Project
CodeMender:
DeepSWE:
KAT-Coder-Pro V2

KAT-Coder-Pro V2

StreamLake
CodeMender:
DeepSWE:
Qwen2.5-Max

Qwen2.5-Max

Alibaba
CodeMender:

Categories

Agentic AI Supported
AI Coding Agents Supported
Code Security Supported
DeepSWE:

Categories

AI Coding Models Supported
AI Models Supported
CodeMender:

Integrations

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
Together AI Not Supported
Veo Supported
DeepSWE:

Integrations

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
Together AI Supported
Veo Not Supported
CodeMender:
Claim CodeMender and update features and information
Claim CodeMender and update features and information
DeepSWE:
Claim DeepSWE and update features and information
Claim DeepSWE and update features and information