SWE Agent - AI Coding Assistant
An Autonomous Coding Agent that helps you write, analyze, and improve code in any programming language. Built for enterprise-friendly code from day 0 with automatic security scanning, compliance, and production-ready standards.
pip install swe-ai-agent
Why Use SWE Agent?
Save Time Writing Code
Tell it what you want to build, and it writes the code for you. No more staring at blank files or wrestling with syntax.
Fix Bugs Faster
It reads your code, finds problems, and suggests fixes. Like having an experienced developer review your work instantly.
Learn While You Code
Watch how it solves problems step by step. You'll pick up new techniques and best practices naturally.
Work in Any Language
Python, JavaScript, Go, Rust, C++ - it understands them all. Switch between projects without missing a beat.
Stay Secure
Automatically scans your code for security issues before you deploy. Catch vulnerabilities early.
Why SWE Agent Outperforms Cursor and Windsurf
Massive Codebase Intelligence
Real Example: Successfully searched and analyzed 2.2 million lines of Linux kernel code to find and fix a specific syntax error that was accidentally introduced.
- Memory-mapped search across millions of lines
- Intelligent pattern matching and context understanding
- Precise file location and automated patching
- Handles codebases that would crash traditional editors
SWE Agent successfully located and patched a syntax error in the Linux kernel codebase
Advanced Security Analysis
Built-in security scanning with Semgrep integration that goes beyond basic linting to find real vulnerabilities.
- Real-time vulnerability detection
- Custom security rule creation
- Comprehensive codebase security audits
- Automated security fix suggestions
Built-in Secrets Scanner
Critical for AI Coding: Automatically detects hardcoded secrets, API keys, and credentials - the #1 security issue in VibeCoding and AI-generated code.
- Real-time scanning during code generation
- Detects API keys, passwords, tokens, and certificates
- Prevents accidental credential exposure in commits
- Essential for AI coding workflows where secrets often get hardcoded
- Integrated with Semgrep for comprehensive secret detection
Why This Matters: AI coding tools like Cursor and Windsurf often generate code with hardcoded secrets because they don't understand security context. SWE Agent actively prevents this common vulnerability.
Always Generates Clean Code
SWE Agent consistently produces well-structured, maintainable code that follows industry best practices and coding standards.
- Automatic code formatting and style consistency
- Proper error handling and edge case management
- Clear variable naming and function documentation
- Follows language-specific best practices automatically
- Generates production-ready code from the start
Always Includes LICENSE Headers
Every file created by SWE Agent automatically includes proper Apache 2.0 license headers with SPDX identifiers for legal compliance.
- Automatic Apache 2.0 license header insertion
- SPDX license identifier compliance
- Proper copyright attribution
- Legal compliance for open source projects
- No manual license management required
Automatic Change Documentation
SWE Agent automatically creates detailed documentation in the changes folder explaining every modification made to your codebase.
- Automatic creation of change documentation files
- Detailed explanations of what was modified and why
- Impact analysis for each change
- Maintains complete audit trail of modifications
- Perfect for code reviews and team collaboration
Built-in Semgrep & DeepWiki MCP Support
Advanced Integration: Native support for Semgrep security scanning and DeepWiki documentation search across millions of repositories via MCP (Model Context Protocol).
- Integrated Semgrep security scanning with custom rules
- DeepWiki search across millions of GitHub repositories
- MCP (Model Context Protocol) for advanced tool integration
- Real-time documentation lookup during development
- Comprehensive security analysis with industry-standard tools
- Access to vast knowledge base of open source projects
Why This Matters: While other tools require manual setup and configuration, SWE Agent comes with enterprise-grade security scanning and documentation search built-in, making it immediately productive for professional development.
Installation
pip install swe-ai-agent
Getting Started
Please add ANTHROPIC_API_KEY in environment variable for using this:
export ANTHROPIC_API_KEY="your-api-key-here"
Chat with your AI coding partner
swe-agent --pair
Run one-time tasks
swe-agent --task "create a todo app with React"
Work interactively on multiple tasks
swe-agent --interactive
Use the modern terminal interface
swe-agent --warp
Enable advanced features with external services
swe-agent --enable-mcp --interactive