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What is SWE-agent?

The SWE-agent is an advanced AI-powered system designed to automate a wide range of activities, such as managing GitHub issues, performing cybersecurity tasks like Capture The Flag (CTF) challenges, and solving programming problems. By leveraging cutting-edge language models such as GPT-4 or Claude, it functions within secured computing environments to carry out its duties autonomously, offering tailored solutions for both developers and cybersecurity professionals. This adaptable tool serves various purposes, from improving software repositories to identifying security vulnerabilities and executing targeted operations. Developed through a partnership between researchers from Princeton and Stanford University, the SWE-agent showcases the fusion of machine learning with practical problem-solving in the fields of software engineering and cybersecurity. Its groundbreaking capabilities signify a substantial leap forward in the automation of intricate workflows, ultimately enhancing productivity for experts in these industries. Furthermore, the SWE-agent sets a new standard for the future of AI-assisted development and security measures.

What is Cursor?

Cursor is a cutting-edge AI development environment built to amplify developer productivity through intelligent collaboration between humans and AI. Developed by Anysphere, Cursor introduces a fundamentally new paradigm for software creation—where developers interact with code through natural language, real-time agents, and precision autocompletion. The platform’s flagship Agent feature functions as a capable coding partner that can autonomously generate, refactor, and test code, while allowing fine-grained user control over each step. The Tab model, trained via online reinforcement learning, provides contextually perfect completions that adapt to your personal coding style and the specific logic of your project. With codebase indexing, Cursor understands the full structure and dependencies of complex repositories, enabling intelligent navigation, instant debugging, and meaningful cross-file reasoning. The IDE integrates seamlessly across the development ecosystem—reviewing pull requests in GitHub, answering queries in Slack, and syncing directly with enterprise CI/CD systems. Developers can choose their preferred AI model, including GPT-5, Claude Sonnet 4.5, Gemini 2.5 Pro, or Grok Code, ensuring optimal performance across different use cases. Cursor’s agentic interface offers an “autonomy slider,” letting users adjust between manual edits and fully autonomous coding sessions. Designed with security and scale in mind, it’s trusted by leading organizations such as Stripe, Figma, Adobe, and Ramp. By merging AI reasoning, precision tooling, and an elegant developer experience, Cursor is shaping the future of how software is built, tested, and shipped.

Media

Media

Integrations Supported

Claude Sonnet 3.5
Claude Sonnet 3.7
Agentspan
Alkemi
Claude Opus 4.7
CodeGuide
Cyclotron Pulse
DryRun Security
GPT-5.3-Codex
Gemini 3.1 Flash-Lite
Graphite Atlas
Grok 4.20
Kimi Code
Liona
Motileo
Omnara
SchemaFlow
Signals AI
TestDino
TinyFish

Integrations Supported

Claude Sonnet 3.5
Claude Sonnet 3.7
Agentspan
Alkemi
Claude Opus 4.7
CodeGuide
Cyclotron Pulse
DryRun Security
GPT-5.3-Codex
Gemini 3.1 Flash-Lite
Graphite Atlas
Grok 4.20
Kimi Code
Liona
Motileo
Omnara
SchemaFlow
Signals AI
TestDino
TinyFish

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$20 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

SWE-agent

Date Founded

2023

Company Location

United States

Company Website

swe-agent.com

Company Facts

Organization Name

Cursor

Date Founded

2022

Company Location

United States

Company Website

www.cursor.com

Categories and Features

Code Editors

API
Auto-Complete
Code Folding
Column Editing
Customizable Themes
Debugging
Formatting / Table Editing
Keyboard Shortcuts
Multi-Monitor Editing
Syntax Highlighting
WYSIWYG

IDE

Code Completion
Compiler
Cross Platform Support
Debugger
Drag and Drop UI
Integrations and Plugins
Multi Language Support
Project Management
Text Editor / Code Editor

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