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What is Brokk?

Brokk stands out as a cutting-edge AI-powered coding assistant, crafted to handle large and complex codebases by providing language models with an extensive, compiler-grade understanding of code structure, semantics, and interrelationships. It enhances context management by judiciously incorporating summaries, diffs, or entire files into a workspace, enabling the AI to concentrate on relevant portions of a codebase that can contain millions of lines, rather than attempting to parse everything simultaneously. With features such as Quick Context, which suggests files based on their embeddings and structural importance; Deep Scan, which uses sophisticated models to pinpoint files needing edits or further summarization; and Agentic Search, allowing a multi-step investigation of symbols, call graphs, or usages throughout the project, Brokk significantly improves the coding experience. Its foundation is built on static analysis through Joern, allowing for type inference that goes beyond basic Abstract Syntax Trees (ASTs), while JLama is employed for swift embedding inference to aid in context adjustments. Available as a stand-alone Java application instead of a plugin for an Integrated Development Environment (IDE), Brokk enables users to manage AI-driven workflows with both clarity and precision, leading to a more efficient development process overall. This innovative methodology not only simplifies navigation through intricate codebases but also fosters improved developer productivity and satisfaction.

What is 16x Prompt?

Optimize the management of your source code context and develop powerful prompts for coding tasks using tools such as ChatGPT and Claude. With the innovative 16x Prompt feature, developers can efficiently manage source code context and streamline the execution of intricate tasks within their existing codebases. By inputting your own API key, you gain access to a variety of APIs, including those from OpenAI, Anthropic, Azure OpenAI, OpenRouter, and other third-party services that are compatible with the OpenAI API, like Ollama and OxyAPI. This utilization of APIs ensures that your code remains private and is not exposed to the training datasets of OpenAI or Anthropic. Furthermore, you can conduct comparisons of outputs from different LLM models, such as GPT-4o and Claude 3.5 Sonnet, side by side, allowing you to select the best model for your particular requirements. You also have the option to create and save your most effective prompts as task instructions or custom guidelines, applicable to various technology stacks such as Next.js, Python, and SQL. By incorporating a range of optimization settings into your prompts, you can achieve enhanced results while efficiently managing your source code context through organized workspaces that enable seamless navigation across multiple repositories and projects. This holistic strategy not only significantly enhances productivity but also empowers developers to work more effectively in their programming environments, fostering greater collaboration and innovation. As a result, developers can remain focused on high-level problem solving while the tools take care of the details.

Media

Media

Integrations Supported

C++
Java
JavaScript
Python
Claude Fable 5.1
Claude Opus 5
Claude Opus 5.5
DeepSeek R1
GPT-5.1
GPT-5.4 mini
GPT-5.6 Sol Ultrafast
Gemini 3 Flash
Gemini 3.1 Pro
GitHub
Grok 3 mini
Holo4
Kimi K2
PHP

Integrations Supported

C++
Java
JavaScript
Python
Claude Sonnet 3.5
Ollama

API Availability

API Availability

Has API

Pricing Information

$20 per month
Free Version

Pricing Information

$24 one-time payment
Free Version

Supported Platforms

SaaS

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Brokk

Company Location

United States

Company Website

brokk.ai/

Company Facts

Organization Name

16x Prompt

Company Website

prompt.16x.engineer/

Categories and Features

AI Code Generators

Not specified

AI Coding Assistants

Not specified

Categories and Features

AI Code Generators

Not specified

AI Coding Assistants

Not specified

Prompt Management

Not specified

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