Funding
Funding not disclosed
Founders
Product
Problem
Developing with large Java codebases presents challenges for Large Language Models (LLMs) due to their inability to effectively process and contextualize extensive code repositories. This limitation hinders the practical application of AI in complex software development environments, leading to inefficient code generation and analysis.
Solution
Brokk is an AI-native code platform designed to provide LLMs with compiler-grade context for large Java projects, enabling effective operation even within millions of lines of code. It facilitates human-AI synergy by allowing developers to leverage AI for syntax-level tasks while maintaining oversight of planning and execution. The platform integrates seamlessly with project dependencies, offering advanced code retrieval and task execution capabilities. Brokk's approach redefines the developer experience for AI interactions, ensuring that AI assists rather than replaces human expertise in complex coding scenarios.
Target Audience
Brokk targets software developers and engineering teams working with large Java codebases who seek to enhance productivity and code quality through AI-assisted development.
Features
- **Compiler-Grade Contextualization**: Utilizes static analysis to provide LLMs with accurate context from entire codebases, preserving developer visibility and control.
- **AI-Native Workflow**: Rethinks the development process to enable human-AI synergy, allowing AI to handle syntax tasks and humans to manage planning and supervision.
- **Deep Scan and Agentic Search**: Advanced retrieval mechanisms designed to locate relevant code segments within the largest repositories.
- **Flexible Task Execution**: Supports both fully automated multi-stage task planning and implementation (Architect) and supervised plan creation and execution (Ask and Code agents).
- **First-Class Dependency Integration**: Automatically incorporates summaries, full files, and data flow from project dependencies into the AI's context.
- **Open-Source Client**: A transparent, open-source client allows users to inspect data sent to Brokk and LLMs, with support for bringing your own API keys to avoid vendor lock-in.
- **Brokk Power Ranking Integration**: Leverages a comprehensive, open-source coding benchmark featuring real-world tasks from large Java projects to evaluate and compare LLM performance.