CodeComplete
AI-powered coding assistant for enterprise development
What is CodeComplete? Complete Overview
CodeComplete is an AI-powered coding assistant specifically designed for enterprise needs. It enhances developer productivity with efficient, reliable, and cutting-edge technology. The platform offers secure, self-hosted options that protect your code and data, either on-premises or in your VPC. It's fine-tuned to your coding style and institutional knowledge for maximum benefits, using responsibly trained models with permissively licensed, high-quality training data. CodeComplete provides a comprehensive suite of coding tools to improve end-to-end developer workflow, making it ideal for enterprise development teams looking to boost efficiency while maintaining security and compliance standards.
What Can CodeComplete Do? Key Features
Secure Self-Hosting
CodeComplete offers secure deployment options that protect your code and data, available either on-premises or in your VPC. This ensures enterprise-grade security and compliance with your organization's data protection policies.
Custom Fine-Tuning
The assistant can be tailored to your specific coding style and institutional knowledge through fine-tuning and Retrieval Augmented Generation (RAG). This allows for precise customization, ensuring the tool adapts perfectly to your enterprise's unique requirements.
Responsible AI Training
CodeComplete models are trained only on permissively-licensed repositories to mitigate legal risks. The training data is meticulously evaluated and curated by experts to provide a solid foundation for reliable AI-powered solutions.
Comprehensive Coding Suite
The platform includes code generation, code chat, automated unit test generation, automated documentation, and refactoring & migration tools. These features work together to improve the entire development workflow.
Enterprise Analytics
CodeComplete provides powerful analytics with full visibility into usage and performance. All data is logged directly into your database, helping you measure the real-world advantages of using the platform.
Best CodeComplete Use Cases & Applications
Large-Scale Codebase Maintenance
Enterprise development teams can use CodeComplete to efficiently navigate and maintain large, complex codebases. The AI assistant helps understand legacy code, suggests modernizations, and generates documentation, significantly reducing onboarding time for new developers.
Secure Development Environments
Highly regulated industries can leverage CodeComplete's self-hosted options to maintain strict data security and compliance while still benefiting from AI-powered coding assistance, keeping all code and intellectual property within their controlled environments.
Standardized Code Quality
Organizations can use the fine-tuning capabilities to enforce company-specific coding standards and patterns across all development teams, ensuring consistent code quality and reducing review cycles.
How to Use CodeComplete: Step-by-Step Guide
Contact the sales team to discuss your enterprise needs and deployment options (self-hosted or cloud).
Set up the environment by choosing your preferred deployment method (on-premises or in your VPC for maximum security).
Configure the system by fine-tuning the models to your codebase and institutional knowledge for optimal performance.
Integrate CodeComplete with your existing development environment and tools.
Begin using the various features including code completion, chat, automated testing, and documentation generation within your daily workflow.
Monitor usage and performance through the built-in analytics dashboard to measure productivity improvements.
CodeComplete Pros and Cons: Honest Review
Pros
Considerations
Is CodeComplete Worth It? FAQ & Reviews
CodeComplete is specifically designed for enterprise needs with features like self-hosting, fine-tuning to your codebase, and enterprise-grade security that general-purpose coding assistants don't offer.
While specific languages aren't listed, CodeComplete is built to support enterprise development needs, suggesting broad language support for common enterprise programming languages.
With self-hosted options available, sensitive code and data never leaves your infrastructure. The system is designed with enterprise security requirements in mind.
No, CodeComplete uses only permissively-licensed training data to avoid generating GPL or other restrictive license code.
Enterprise deployments can be self-hosted on-premises or in your VPC, with options for full customization and integration with your existing systems.